diff --git a/.dialyzer_ignore.exs b/.dialyzer_ignore.exs
index 882ea68a..ede8f606 100644
--- a/.dialyzer_ignore.exs
+++ b/.dialyzer_ignore.exs
@@ -57,8 +57,8 @@
   # defensive clause/guard: ReqLLM.Response types `usage` as map() on the
   # struct, but its schema defaults the field to nil and Response.usage/1 is
   # `map() | nil`, so the nil clause is reachable at runtime.
-  {"lib/imp/clients/req_llm.ex", :guard_fail, 1357},
-  {"lib/imp/clients/req_llm.ex", :pattern_match_cov, {1385, 8}},
+  {"lib/imp/clients/req_llm.ex", :guard_fail, 1414},
+  {"lib/imp/clients/req_llm.ex", :pattern_match_cov, {1442, 8}},
   {"lib/imp/clients/req_llm.ex", :pattern_match_cov, {147, 7}},
   # defensive error clause on an always-ok internal call
   {"lib/imp/clients/training.ex", :pattern_match, {1215, 13}},
@@ -116,9 +116,6 @@
   {"lib/mix/tasks/imp.benchmark.parity.ex", :pattern_match, {715, 11}},
   # raise-only helper: invalid_snapshot!/2 exists to Mix.raise
   {"lib/mix/tasks/imp.public_api.ex", :no_return, {838, 8}},
-  # dependency code: this file ships inside the req_llm package, not this
-  # repo; LLMDB.Model.t/0 is a Zoi-generated spec dialyzer cannot see
-  {"lib/req_llm.ex", :unknown_type, {109, 24}},
 
   # --- Surfaced 2026-08-08 during ignore-file regeneration (imp-fkwy): 583
   # commits landed without CI, and these warnings accumulated unpinned.
@@ -221,7 +218,7 @@
 
   # Defensive fallbacks and MapSet opacity retained at the 0.3 cut. These are
   # individually pinned so a changed success type makes the gate ask again.
-  {"bench/imp/benchmark_truth/multimodal_runner.ex", :pattern_match_cov, {341, 16}},
+  {"bench/imp/benchmark_truth/multimodal_runner.ex", :pattern_match_cov, {340, 16}},
   {"lib/imp/adapter/chat.ex", :pattern_match_cov, {774, 8}},
   {"lib/imp/adapter/xml.ex", :pattern_match_cov, {675, 8}},
   {"lib/imp/mcp.ex", :pattern_match_cov, {372, 8}},
diff --git a/bench/imp/benchmark_truth/multimodal_manifest.ex b/bench/imp/benchmark_truth/multimodal_manifest.ex
index 72aa497b..aa805c97 100644
--- a/bench/imp/benchmark_truth/multimodal_manifest.ex
+++ b/bench/imp/benchmark_truth/multimodal_manifest.ex
@@ -2,25 +2,16 @@ defmodule Imp.BenchmarkTruth.MultimodalManifest do
   @moduledoc false
 
   @payload_keys ~w(assets campaign_id claim_policy created_at limitations provider samples schema_version scoring signature)
-  @provider_keys ~w(api capabilities credential_env endpoint generation identity_evidence model name pricing profile req_llm_dependency req_llm_model)
+  @provider_keys ~w(api capabilities credential_env endpoint generation identity_evidence model name pricing profile req_llm_model)
   @required_generation_keys ~w(max_tokens timeout_ms)
   @optional_generation_keys ~w(seed temperature top_p)
   @pricing_keys ~w(as_of cached_input_nano_usd_per_token cached_input_usd_per_1m currency input_nano_usd_per_token input_usd_per_1m output_nano_usd_per_token output_usd_per_1m pricing_basis source)
-  @req_llm_dependency_keys ~w(package package_sha256 repository source source_revision version)
   @signature_keys ~w(input output output_schema prompt_contract)
   @scoring_keys ~w(family_thresholds normalization scorer)
   @claim_keys ~w(document_family image_family required_families)
   @asset_keys ~w(bytes mime_type path sha256)
   @sample_keys ~w(asset_ids delivery expected_capability family gold id prompt)
   @deliveries ~w(typed_image_data_uri typed_native_file)
-  @req_llm_dependency %{
-    "package" => "req_llm",
-    "package_sha256" => "266c0e06c47b4562f243dcdf41332342cbed2ec37064750edd725fb66bb6e914",
-    "repository" => "https://github.com/agentjido/req_llm",
-    "source" => "hexpm",
-    "source_revision" => "33840077c2f1332eb6dff2d268dff02393014da4",
-    "version" => "1.17.1"
-  }
   @provider_profiles %{
     "google-gemini-2.5-flash-generate-content" => %{
       "api" => "generateContent",
@@ -43,7 +34,6 @@ defmodule Imp.BenchmarkTruth.MultimodalManifest do
         "pricing_basis" => "standard_text_image_video",
         "source" => "https://ai.google.dev/gemini-api/docs/pricing"
       },
-      "req_llm_dependency" => @req_llm_dependency,
       "req_llm_model" => "google:gemini-2.5-flash"
     },
     "openai-gpt-4.1-mini-2025-04-14-responses" => %{
@@ -66,7 +56,6 @@ defmodule Imp.BenchmarkTruth.MultimodalManifest do
         "pricing_basis" => "standard",
         "source" => "https://developers.openai.com/api/docs/models/gpt-4.1-mini"
       },
-      "req_llm_dependency" => @req_llm_dependency,
       "req_llm_model" => "openai:gpt-4.1-mini-2025-04-14"
     }
   }
@@ -93,7 +82,7 @@ defmodule Imp.BenchmarkTruth.MultimodalManifest do
     root = Keyword.get(opts, :root, File.cwd!()) |> Path.expand()
     exact_keys!(payload, @payload_keys, "manifest payload")
 
-    require_equal!(payload["schema_version"], 2, "schema_version")
+    require_equal!(payload["schema_version"], 3, "schema_version")
     require_string!(payload["campaign_id"], "campaign_id")
     require_string!(payload["created_at"], "created_at")
 
@@ -144,17 +133,44 @@ defmodule Imp.BenchmarkTruth.MultimodalManifest do
     end)
   end
 
-  def runtime_dependency!(payload) when is_map(payload) do
-    dependency = payload["provider"]["req_llm_dependency"]
+  @doc """
+  Binds the loaded ReqLLM package into the manifest's provider, so the
+  checkpoint identity, request audits and artifact record the dependency that
+  actually serializes and sends each request. A checkpoint written under one
+  ReqLLM package cannot resume under another.
+  """
+  def bind_runtime_dependency!(%{payload: payload} = manifest) do
+    %{
+      manifest
+      | payload: put_in(payload, ["provider", "req_llm_dependency"], runtime_dependency!())
+    }
+  end
 
-    runtime_version =
+  @doc """
+  The loaded ReqLLM package: its version and the Hex package checksum from the
+  project's lock. Raises when nothing is loaded or when the loaded version is
+  not the locked one.
+  """
+  def runtime_dependency! do
+    loaded =
       case Application.spec(:req_llm, :vsn) do
         nil -> raise ArgumentError, "ReqLLM runtime dependency is not loaded"
         version -> to_string(version)
       end
 
-    require_equal!(runtime_version, dependency["version"], "ReqLLM runtime version")
-    dependency
+    case Mix.Dep.Lock.read()[:req_llm] do
+      {:hex, :req_llm, ^loaded, package_sha256, _managers, _deps, "hexpm", _outer} ->
+        %{
+          "package" => "req_llm",
+          "package_sha256" => package_sha256,
+          "source" => "hexpm",
+          "version" => loaded
+        }
+
+      locked ->
+        raise ArgumentError,
+              "loaded ReqLLM #{loaded} is not the Hex package locked in mix.lock: #{inspect(locked)}"
+    end
   end
 
   def profiles, do: Map.keys(@provider_profiles) |> Enum.sort()
@@ -217,9 +233,6 @@ defmodule Imp.BenchmarkTruth.MultimodalManifest do
         require_string!(pricing[key], "pricing.#{key}")
       end
     )
-
-    exact_keys!(provider["req_llm_dependency"], @req_llm_dependency_keys, "req_llm_dependency")
-    require_equal!(provider["req_llm_dependency"], @req_llm_dependency, "req_llm_dependency")
   end
 
   defp validate_signature!(signature) do
diff --git a/bench/imp/benchmark_truth/multimodal_runner.ex b/bench/imp/benchmark_truth/multimodal_runner.ex
index 81a31ef5..9bd39f56 100644
--- a/bench/imp/benchmark_truth/multimodal_runner.ex
+++ b/bench/imp/benchmark_truth/multimodal_runner.ex
@@ -15,8 +15,7 @@ defmodule Imp.BenchmarkTruth.MultimodalRunner do
 
     root = Keyword.get(opts, :root, File.cwd!()) |> Path.expand()
     manifest_path = Keyword.get(opts, :manifest, Path.join(root, @default_manifest))
-    manifest = Manifest.load!(manifest_path, root: root)
-    Manifest.runtime_dependency!(manifest.payload)
+    manifest = manifest_path |> Manifest.load!(root: root) |> Manifest.bind_runtime_dependency!()
     max_concurrency = validate_concurrency!(Keyword.get(opts, :max_concurrency, 2))
 
     case mode do
diff --git a/bench/imp/benchmark_truth/optimize_anything/campaign.ex b/bench/imp/benchmark_truth/optimize_anything/campaign.ex
index 6344b331..29a0ec30 100644
--- a/bench/imp/benchmark_truth/optimize_anything/campaign.ex
+++ b/bench/imp/benchmark_truth/optimize_anything/campaign.ex
@@ -166,12 +166,11 @@ defmodule Imp.BenchmarkTruth.OptimizeAnything.Campaign do
     do: raise(ArgumentError, "campaign options must be a keyword list, got: #{inspect(opts)}")
 
   @doc false
-  def handle_usage(_event, _measurements, _metadata, {_agent, owner})
-      when owner != self(),
-      do: :ok
-
-  def handle_usage(event, measurements, metadata, {agent, _owner}),
-    do: handle_usage(event, measurements, metadata, agent)
+  def handle_usage(event, measurements, metadata, {agent, owner}) when is_pid(owner) do
+    if Imp.Telemetry.emitted_for?(owner),
+      do: handle_usage(event, measurements, metadata, agent),
+      else: :ok
+  end
 
   def handle_usage(_event, measurements, _metadata, agent) do
     Agent.update(agent, fn audit ->
diff --git a/benchmarks/authorities.json b/benchmarks/authorities.json
index a2f27534..dea4db41 100644
--- a/benchmarks/authorities.json
+++ b/benchmarks/authorities.json
@@ -149,12 +149,12 @@
     "req_llm": {
       "role": "beam_runtime_dependency",
       "repository": "https://github.com/agentjido/req_llm",
-      "version": "1.17.1",
-      "git_ref": "refs/tags/v1.17.1",
-      "commit": "33840077c2f1332eb6dff2d268dff02393014da4",
+      "version": "1.24.0",
+      "git_ref": "refs/tags/v1.24.0",
+      "commit": "fd9e079fddf253e9b719b2d2c6920f4306592809",
       "source_hashes": {
-        "hex_package": "266c0e06c47b4562f243dcdf41332342cbed2ec37064750edd725fb66bb6e914",
-        "hex_registry": "169d77a77bac5cee7655a7a9158ebea1c2a7857670f4104b29516a25a2d24f1e"
+        "hex_package": "cdc5c5cd7f38c0e17cf7a949ced99b6760dcba0d860cd4d066fea1aeba422929",
+        "hex_registry": "8ab6bda68e28afc3adf070cc6616d51831b42b8ff144116a9f104999af4c763f"
       }
     }
   },
diff --git a/benchmarks/data/multimodal/manifest.json b/benchmarks/data/multimodal/manifest.json
index d0af3910..0d1c8934 100644
--- a/benchmarks/data/multimodal/manifest.json
+++ b/benchmarks/data/multimodal/manifest.json
@@ -81,14 +81,6 @@
         "source": "https://ai.google.dev/gemini-api/docs/pricing"
       },
       "profile": "google-gemini-2.5-flash-generate-content",
-      "req_llm_dependency": {
-        "package": "req_llm",
-        "package_sha256": "266c0e06c47b4562f243dcdf41332342cbed2ec37064750edd725fb66bb6e914",
-        "repository": "https://github.com/agentjido/req_llm",
-        "source": "hexpm",
-        "source_revision": "33840077c2f1332eb6dff2d268dff02393014da4",
-        "version": "1.17.1"
-      },
       "req_llm_model": "google:gemini-2.5-flash"
     },
     "samples": [
@@ -159,7 +151,7 @@
         "prompt": "Use both pages of the attached synthetic PDF. Among projects with review code R7 on page 2, which owner on page 1 has the highest Units value? Return exactly one JSON object with one field and no markdown: {\"answer\": \"owner\"}"
       }
     ],
-    "schema_version": 2,
+    "schema_version": 3,
     "scoring": {
       "family_thresholds": {
         "image": 0.75,
@@ -180,5 +172,5 @@
       "prompt_contract": "One pinned attachment followed by one pinned question; return only a single-field JSON object named answer."
     }
   },
-  "payload_sha256": "4b4c80497789d74dec60b2b26236f6eee2f1f9b29046f07ef95b3fa3faf8e50f"
+  "payload_sha256": "54bf6a6ca6bc66c42f927387409c5bc0ab6010a8b7b1c1fc7ef67cbbae0b930e"
 }
diff --git a/benchmarks/data/multimodal/openai-responses-manifest.json b/benchmarks/data/multimodal/openai-responses-manifest.json
index 921851e9..cb5ed68c 100644
--- a/benchmarks/data/multimodal/openai-responses-manifest.json
+++ b/benchmarks/data/multimodal/openai-responses-manifest.json
@@ -79,14 +79,6 @@
         "source": "https://developers.openai.com/api/docs/models/gpt-4.1-mini"
       },
       "profile": "openai-gpt-4.1-mini-2025-04-14-responses",
-      "req_llm_dependency": {
-        "package": "req_llm",
-        "package_sha256": "266c0e06c47b4562f243dcdf41332342cbed2ec37064750edd725fb66bb6e914",
-        "repository": "https://github.com/agentjido/req_llm",
-        "source": "hexpm",
-        "source_revision": "33840077c2f1332eb6dff2d268dff02393014da4",
-        "version": "1.17.1"
-      },
       "req_llm_model": "openai:gpt-4.1-mini-2025-04-14"
     },
     "samples": [
@@ -157,7 +149,7 @@
         "prompt": "Use both pages of the attached synthetic PDF. Among projects with review code R7 on page 2, which owner on page 1 has the highest Units value? Return exactly one JSON object with one field and no markdown: {\"answer\": \"owner\"}"
       }
     ],
-    "schema_version": 2,
+    "schema_version": 3,
     "scoring": {
       "family_thresholds": {
         "image": 0.75,
@@ -178,5 +170,5 @@
       "prompt_contract": "One pinned attachment followed by one pinned question; return only a single-field JSON object named answer."
     }
   },
-  "payload_sha256": "04daa155d3f97edfff62e329dfdca1248855f22b2271f7e954228432f1ae39d8"
+  "payload_sha256": "7e0f46b93d76a0f1703e6edce0276436ac686fc5dd2ad57a0e7a9826776e3a09"
 }
diff --git a/docs/differentials/MULTIMODAL_FIDELITY.md b/docs/differentials/MULTIMODAL_FIDELITY.md
index 18024342..fd9eb55a 100644
--- a/docs/differentials/MULTIMODAL_FIDELITY.md
+++ b/docs/differentials/MULTIMODAL_FIDELITY.md
@@ -39,8 +39,12 @@ The provider manifests are:
 
 Their strict, checksummed schema pins every sample ID, prompt, expected output,
 family, delivery mode, asset byte count, MIME type, asset SHA-256, provider,
-endpoint, API, exact model, generation options, ReqLLM dependency, and pricing.
-Runtime ReqLLM version drift fails before dispatch.
+endpoint, API, exact model, generation options, and pricing. The ReqLLM
+dependency is not part of the manifest: the runner reads the loaded ReqLLM
+version and its Hex package checksum from `mix.lock`, refuses to run when the
+two disagree, and binds that dependency into the checkpoint identity, the
+request audits and the artifact. A checkpoint cannot resume under a different
+ReqLLM package.
 
 All assets are synthetic and repository-owned. Images cover shape counting,
 spatial relation, and OCR. The native-document family sends the original
@@ -57,7 +61,7 @@ observed. For every request, the redacted audit contains:
 - sanitized endpoint, API, HTTP method, serialized model, and body SHA-256;
 - ordered serialized part types;
 - each part's MIME type, decoded byte count, and content SHA-256;
-- ReqLLM package source, version, package hash, repository, and source revision;
+- ReqLLM package source, version, and package hash;
 - ReqLLM request ID and detected transport.
 
 The audit never persists data URIs, base64 payloads, file bytes, prompt text, or
diff --git a/docs/differentials/RESEARCH_LANDSCAPE.md b/docs/differentials/RESEARCH_LANDSCAPE.md
index 33466037..4d08b826 100644
--- a/docs/differentials/RESEARCH_LANDSCAPE.md
+++ b/docs/differentials/RESEARCH_LANDSCAPE.md
@@ -221,7 +221,7 @@ semantics, or produces useful held-out improvement.
 | [Ax](https://github.com/ax-llm/ax) | Strongest independent implementation comparator for a typed TypeScript interpretation of DSPy-style programming. | Current product-semantic audit: npm `24.0.4`, registry `gitHead` `a366e49759bd596c8217eca91dfdc9dd8382835d`. Historical executable differential: `23.0.0` at `eb5835e54ba0c5b2fbac380daed1cb87faeefd5e`. Use for API and behavioral comparison, not as scientific authority. |
 | [BAML](https://github.com/BoundaryML/baml) | Comparator for compiler diagnostics, generated typed clients, and partial structured streaming. | Study its contracts; do not add a separate Imp language unless Elixir modules and macros are demonstrably insufficient. |
 | [AdalFlow](https://github.com/SylphAI-Inc/AdalFlow), [TextGrad](https://github.com/zou-group/textgrad), and [SAMMO](https://github.com/microsoft/sammo) | Comparators for explicit parameter graphs, textual feedback, and structure-aware prompt transformations. | Borrow mechanisms only after pinning code and paper protocols independently. |
-| [ReqLLM](https://github.com/agentjido/req_llm) | Preferred BEAM provider substrate. | Release `v1.17.1` resolves to `33840077c2f1332eb6dff2d268dff02393014da4`. Integrate its provider, multimodal, tool, stream, usage, error, and telemetry contracts instead of rebuilding them. |
+| [ReqLLM](https://github.com/agentjido/req_llm) | Preferred BEAM provider substrate. | Release `v1.24.0` resolves to `fd9e079fddf253e9b719b2d2c6920f4306592809`. Integrate its provider, multimodal, tool, stream, usage, error, and telemetry contracts instead of rebuilding them. |
 | [Jido](https://github.com/agentjido/jido) and [Jido AI](https://github.com/agentjido/jido_ai) | Optional deployment and long-running-agent complements. | Study immutable state, explicit effects, supervision, and signals without making their agent model mandatory. |
 | [LangGraph](https://github.com/langchain-ai/langgraph), [Pydantic AI](https://github.com/pydantic/pydantic-ai), [MLflow](https://mlflow.org/docs/latest/genai/prompt-registry/optimize-prompts), and [Promptfoo](https://github.com/promptfoo/promptfoo) | Production references for checkpoints, durable execution, registries, eval matrices, and adversarial testing. | Treat as operational comparators, not optimizer parity authorities. |
 
diff --git a/examples/deployment/mix.lock b/examples/deployment/mix.lock
index 1c8f66af..e1a53342 100644
--- a/examples/deployment/mix.lock
+++ b/examples/deployment/mix.lock
@@ -5,7 +5,7 @@
   "cowboy_telemetry": {:hex, :cowboy_telemetry, "0.4.0", "f239f68b588efa7707abce16a84d0d2acf3a0f50571f8bb7f56a15865aae820c", [:rebar3], [{:cowboy, "~> 2.7", [hex: :cowboy, repo: "hexpm", optional: false]}, {:telemetry, "~> 1.0", [hex: :telemetry, repo: "hexpm", optional: false]}], "hexpm", "7d98bac1ee4565d31b62d59f8823dfd8356a169e7fcbb83831b8a5397404c9de"},
   "cowlib": {:hex, :cowlib, "2.20.0", "bb525377ba634cd6d68bac7bff5d98571f738806139d335daca827717c5dc172", [:make, :rebar3], [], "hexpm", "7d41a0dd2c093041ff3779ac5fe8a1585a68ec7cb2dd1de0536bdd2452fd7ba1"},
   "decimal": {:hex, :decimal, "3.1.1", "430d87b04011ce6cbd4fd205be758311a81f87d552d40904abd00f015935b1d0", [:mix], [], "hexpm", "c5f25f2ced74a0587d03e6023f595db8e924c9d3922c8c8ffd9edfc4498cf1f6"},
-  "dotenvy": {:hex, :dotenvy, "1.1.1", "00e318f3c51de9fafc4b48598447e386f19204dc18ca69886905bb8f8b08b667", [:mix], [], "hexpm", "c8269471b5701e9e56dc86509c1199ded2b33dce088c3471afcfef7839766d8e"},
+  "dotenvy": {:hex, :dotenvy, "1.2.1", "43b28d17c996d70ac09f6a6dfd2245378b346ed7290c36452b46cdca77cd96bc", [:mix], [], "hexpm", "20cf780119be89a7cae7808543ebc8b7e56f0993b6aa058260fab686afe9073d"},
   "elixir_make": {:hex, :elixir_make, "0.10.0", "16577e2583a79bb79237bbff349619ef5d80afffc07eac6e4faf0d00e2ddaf7d", [:mix], [], "hexpm", "dc1f09fb7fa68866b886abd5f0f3c83553b1a19a52359a899e92af1bb3b31982"},
   "erlexec": {:hex, :erlexec, "2.4.1", "73d2c49ecf3709cd7791a0affbef466a11cc1ecf9d679c504edbc9824b35c593", [:rebar3], [], "hexpm", "c92e1776eb1f7eee357a799cf399013dfa672ab50b4f507dfdcdeee11ca89769"},
   "ex_json_schema": {:hex, :ex_json_schema, "0.11.5", "ea45f3238be135949dbbbcc9e8eb4682d6e561b8a66374e75d85a2e1d2bd4107", [:mix], [{:decimal, "~> 3.0", [hex: :decimal, repo: "hexpm", optional: false]}], "hexpm", "61ed2a8f07bd115e7ab6d45c147642a8c73b962bc419fadbb248046b9d3d0f20"},
@@ -16,10 +16,10 @@
   "jason": {:hex, :jason, "1.4.5", "2e3a008590b0b8d7388c20293e9dcc9cf3e5d642fd2a114e4cbbb52e595d940a", [:mix], [{:decimal, "~> 1.0 or ~> 2.0 or ~> 3.0", [hex: :decimal, repo: "hexpm", optional: true]}], "hexpm", "b0c823996102bcd0239b3c2444eb00409b72f6a140c1950bc8b457d836b30684"},
   "jaxon": {:hex, :jaxon, "2.0.8", "00951a79d354260e28d7e36f956c3de94818124768a4b22e0fc55559d1b3bfe7", [:make, :mix], [{:elixir_make, "~> 0.4", [hex: :elixir_make, repo: "hexpm", optional: false]}], "hexpm", "74532853b1126609615ea98f0ceb5009e70465ca98027afbbd8ed314d887e82d"},
   "jose": {:hex, :jose, "1.11.12", "06e62b467b61d3726cbc19e9b5489f7549c37993de846dfb3ee8259f9ed208b3", [:mix, :rebar3], [], "hexpm", "31e92b653e9210b696765cdd885437457de1add2a9011d92f8cf63e4641bab7b"},
-  "jsv": {:hex, :jsv, "0.21.2", "fb84c2a1bb5884e2b91ae66c5ed84a4db1da2bcfc1df5175c8b33c8791d39353", [:mix], [{:abnf_parsec, "~> 2.0", [hex: :abnf_parsec, repo: "hexpm", optional: false]}, {:decimal, "~> 2.0 or ~> 3.0", [hex: :decimal, repo: "hexpm", optional: true]}, {:idna, "~> 6.0 or ~> 7.0", [hex: :idna, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: true]}, {:texture, "~> 1.0", [hex: :texture, repo: "hexpm", optional: false]}], "hexpm", "5963f414f9fb37c541dcebfb2df96d07ae4a40d12f52d7ac5e057969e5e7d83a"},
-  "llm_db": {:hex, :llm_db, "2026.7.3", "b5d70fcfc0595627ede684bba8acafe1734048812add3359a85fefa456eea358", [:mix], [{:dotenvy, "~> 1.1", [hex: :dotenvy, repo: "hexpm", optional: false]}, {:igniter, "~> 0.7", [hex: :igniter, repo: "hexpm", optional: true]}, {:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: false]}, {:req, "~> 0.5", [hex: :req, repo: "hexpm", optional: false]}, {:toml, "~> 0.7", [hex: :toml, repo: "hexpm", optional: false]}, {:zoi, "~> 0.10", [hex: :zoi, repo: "hexpm", optional: false]}], "hexpm", "ca9405756152daf36b7b946b9972f52caefd4f165b418a1b22bb907682f47f1a"},
+  "jsv": {:hex, :jsv, "0.24.0", "71b521244b51e1849ac7cae986ce391ae13f6ffb781235ad046a4f7ebbb9472b", [:mix], [{:abnf_parsec, "~> 2.0", [hex: :abnf_parsec, repo: "hexpm", optional: false]}, {:decimal, "~> 2.0 or ~> 3.0", [hex: :decimal, repo: "hexpm", optional: true]}, {:idna, "~> 6.0 or ~> 7.0", [hex: :idna, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: true]}, {:texture, ">= 1.2.1", [hex: :texture, repo: "hexpm", optional: false]}], "hexpm", "a9829510d25fe6e16a84600ba8d2f7c3da5234401b796aa87741393b1c85aa27"},
+  "llm_db": {:hex, :llm_db, "2026.9.5", "357a594559c194f65616787961badde1256d5078992639b771437ef3e039d1e5", [:mix], [{:dotenvy, "~> 1.1", [hex: :dotenvy, repo: "hexpm", optional: false]}, {:igniter, "~> 0.7", [hex: :igniter, repo: "hexpm", optional: true]}, {:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: false]}, {:req, "~> 0.5", [hex: :req, repo: "hexpm", optional: false]}, {:toml, "~> 0.7", [hex: :toml, repo: "hexpm", optional: false]}, {:zoi, "~> 0.10", [hex: :zoi, repo: "hexpm", optional: false]}], "hexpm", "8631c05b435ebedade83421d3d8b72b051af2caee822d953a21384cad95a9714"},
   "mime": {:hex, :mime, "2.0.7", "b8d739037be7cd402aee1ba0306edfdef982687ee7e9859bee6198c1e7e2f128", [:mix], [], "hexpm", "6171188e399ee16023ffc5b76ce445eb6d9672e2e241d2df6050f3c771e80ccd"},
-  "mint": {:hex, :mint, "1.9.3", "3337184d69179695c7a9f1714d92c11e629d36c8c037a21cf490131d3d150554", [:mix], [{:castore, "~> 0.1.0 or ~> 1.0", [hex: :castore, repo: "hexpm", optional: true]}, {:hpax, "~> 0.1.1 or ~> 0.2.0 or ~> 1.0", [hex: :hpax, repo: "hexpm", optional: false]}], "hexpm", "5f7c9342480c069dbbc4eeac3490303c9e01870ff01a7f1d29b6107054fc1e74"},
+  "mint": {:hex, :mint, "1.10.1", "c53e70867cf74017716884d8d33e0742b08b32e9cdb0031cbc69a429dc5555e3", [:mix], [{:castore, "~> 0.1.0 or ~> 1.0", [hex: :castore, repo: "hexpm", optional: true]}, {:hpax, "~> 0.1.1 or ~> 0.2.0 or ~> 1.0", [hex: :hpax, repo: "hexpm", optional: false]}], "hexpm", "0ba2a904605ed8406393444fb8b3356dc58eb59ee6c7fb94ac3f015e1be129e8"},
   "mint_web_socket": {:hex, :mint_web_socket, "1.0.6", "5ffcf350df5b90f2d7a04adf877165228804993714592512374218d4679e325a", [:mix], [{:mint, ">= 1.4.1 and < 2.0.0-0", [hex: :mint, repo: "hexpm", optional: false]}], "hexpm", "0c360e9012413f1c115a63532601eb5d63731aab7010949178769760686c1698"},
   "nimble_options": {:hex, :nimble_options, "1.1.1", "e3a492d54d85fc3fd7c5baf411d9d2852922f66e69476317787a7b2bb000a61b", [:mix], [], "hexpm", "821b2470ca9442c4b6984882fe9bb0389371b8ddec4d45a9504f00a66f650b44"},
   "nimble_parsec": {:hex, :nimble_parsec, "1.4.2", "8efba0122db06df95bfaa78f791344a89352ba04baedd3849593bfce4d0dc1c6", [:mix], [], "hexpm", "4b21398942dda052b403bbe1da991ccd03a053668d147d53fb8c4e0efe09c973"},
@@ -28,14 +28,14 @@
   "plug_cowboy": {:hex, :plug_cowboy, "2.9.0", "87e21e0d9054ced99c36d128f49e3ea2cd8b745fffb97de50bff99706087af4f", [:mix], [{:cowboy, "~> 2.7", [hex: :cowboy, repo: "hexpm", optional: false]}, {:cowboy_telemetry, "~> 0.3", [hex: :cowboy_telemetry, repo: "hexpm", optional: false]}, {:plug, "~> 1.18", [hex: :plug, repo: "hexpm", optional: false]}], "hexpm", "2002bafba4f3a45b55a58e68d70211b153a7ed18d37edb1ceb6e96e7a92c422e"},
   "plug_crypto": {:hex, :plug_crypto, "2.2.0", "144014737daaf485407f5ed77daeaad74d651b216a28c87543f8cc7043f8efc8", [:mix], [], "hexpm", "83a95744ab1c75876542b6fab135fcc176280e0f301a111c1f757fddcec95d2c"},
   "ranch": {:hex, :ranch, "2.3.0", "7de7b041a9a6a5091a3aa5898d66c0564be671d87db4f9d63b1b5ee775b097df", [:make, :rebar3], [], "hexpm", "6168ec49409d982f7cfbd83dd083144f6cbe67caa4036551d2f0a3ad67c9d023"},
-  "req": {:hex, :req, "0.6.3", "7fe5e68792ff0546e45d5919104fa1764a13694cfe3e48c8a0f32ad051ae77e4", [:mix], [{:brotli, "~> 0.3.1", [hex: :brotli, repo: "hexpm", optional: true]}, {:ezstd, "~> 1.0", [hex: :ezstd, repo: "hexpm", optional: true]}, {:finch, "~> 0.21", [hex: :finch, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: false]}, {:mime, "~> 2.0.6 or ~> 2.1", [hex: :mime, repo: "hexpm", optional: false]}, {:nimble_csv, "~> 1.0", [hex: :nimble_csv, repo: "hexpm", optional: true]}, {:plug, "~> 1.0", [hex: :plug, repo: "hexpm", optional: true]}], "hexpm", "e85b5c6c990e6c3f52bbba68e6f099118f2b8252825f96c7c3636b97a3de307d"},
-  "req_llm": {:hex, :req_llm, "1.17.1", "266c0e06c47b4562f243dcdf41332342cbed2ec37064750edd725fb66bb6e914", [:mix], [{:dotenvy, "~> 1.1", [hex: :dotenvy, repo: "hexpm", optional: false]}, {:ex_aws_auth, "~> 1.4", [hex: :ex_aws_auth, repo: "hexpm", optional: true]}, {:goth, "~> 1.4", [hex: :goth, repo: "hexpm", optional: true]}, {:igniter, "~> 0.7", [hex: :igniter, repo: "hexpm", optional: true]}, {:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: false]}, {:jsv, "~> 0.11", [hex: :jsv, repo: "hexpm", optional: false]}, {:llm_db, "~> 2026.7.0", [hex: :llm_db, repo: "hexpm", optional: false]}, {:nimble_options, "~> 1.1", [hex: :nimble_options, repo: "hexpm", optional: false]}, {:req, "~> 0.5", [hex: :req, repo: "hexpm", optional: false]}, {:server_sent_events, "~> 1.1.0", [hex: :server_sent_events, repo: "hexpm", optional: false]}, {:splode, "~> 0.3.0", [hex: :splode, repo: "hexpm", optional: false]}, {:websockex, "~> 0.5.1", [hex: :websockex, repo: "hexpm", optional: false]}, {:zoi, "~> 0.14", [hex: :zoi, repo: "hexpm", optional: false]}], "hexpm", "169d77a77bac5cee7655a7a9158ebea1c2a7857670f4104b29516a25a2d24f1e"},
+  "req": {:hex, :req, "0.7.4", "23e9ffec17de032a46a4b15ed65c09793893bf4a7c680f4bbf6227fce6bdf74d", [:mix], [{:brotli, "~> 0.3.1", [hex: :brotli, repo: "hexpm", optional: true]}, {:finch, "~> 0.21", [hex: :finch, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: false]}, {:mime, "~> 2.0.6 or ~> 2.1", [hex: :mime, repo: "hexpm", optional: false]}, {:nimble_csv, "~> 1.0", [hex: :nimble_csv, repo: "hexpm", optional: true]}, {:plug, "~> 1.0", [hex: :plug, repo: "hexpm", optional: true]}], "hexpm", "4b192d63253e8dcc6221ef992ea9ebef7d3555166e8423aa5b553e86bc3c69a2"},
+  "req_llm": {:hex, :req_llm, "1.24.0", "cdc5c5cd7f38c0e17cf7a949ced99b6760dcba0d860cd4d066fea1aeba422929", [:mix], [{:dotenvy, "~> 1.1", [hex: :dotenvy, repo: "hexpm", optional: false]}, {:ex_aws_auth, "~> 1.4", [hex: :ex_aws_auth, repo: "hexpm", optional: true]}, {:goth, "~> 1.4", [hex: :goth, repo: "hexpm", optional: true]}, {:igniter, "~> 0.7", [hex: :igniter, repo: "hexpm", optional: true]}, {:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: false]}, {:jsv, "~> 0.11", [hex: :jsv, repo: "hexpm", optional: false]}, {:llm_db, ">= 2026.9.3 and < 2027.0.0", [hex: :llm_db, repo: "hexpm", optional: false]}, {:nimble_options, "~> 1.1", [hex: :nimble_options, repo: "hexpm", optional: false]}, {:req, "~> 0.5", [hex: :req, repo: "hexpm", optional: false]}, {:server_sent_events, "~> 1.1.0", [hex: :server_sent_events, repo: "hexpm", optional: false]}, {:splode, "~> 0.3.0", [hex: :splode, repo: "hexpm", optional: false]}, {:websockex, "~> 0.5.1", [hex: :websockex, repo: "hexpm", optional: false]}, {:zoi, "~> 0.14", [hex: :zoi, repo: "hexpm", optional: false]}], "hexpm", "8ab6bda68e28afc3adf070cc6616d51831b42b8ff144116a9f104999af4c763f"},
   "saxy": {:hex, :saxy, "1.6.1", "742eff28f553c066d0b54e84662dbf384a1d1f38595472ed15f6e0a33038bbe1", [:mix], [], "hexpm", "8989d504424ba29460a61950f8968380651413fa05e63b6118084db057da1a6b"},
   "server_sent_events": {:hex, :server_sent_events, "1.1.0", "54606238b9182ba673a10ce90bd95f81a0939c1baa91cdf86b66acc04edd1832", [:mix], [], "hexpm", "8e164db8e295a2d869a8faafbf4a1eeaa749b62fe93f66271adff6394d93ce15"},
-  "splode": {:hex, :splode, "0.3.1", "9843c54f84f71b7833fec3f0be06c3cfb5be6b35960ee195ea4fad84b1c25030", [:mix], [], "hexpm", "8f2309b6ec2ecbb01435656429ed1d9ed04ba28797a3280c3b0d1217018ecfbd"},
+  "splode": {:hex, :splode, "0.3.2", "7716b6b2260a98a6f018c65cc0393da2cdf17314202eb351a0956e8762190dff", [:mix], [], "hexpm", "08fd658f80da7f1cd254b149164dcff8acd44b22f032001d5416b97223d32bc9"},
   "telemetry": {:hex, :telemetry, "1.4.2", "a0cb522801dffb1c49fe6e30561badffc7b6d0e180db1300df759faa22062855", [:rebar3], [], "hexpm", "928f6495066506077862c0d1646609eed891a4326bee3126ba54b60af61febb1"},
-  "texture": {:hex, :texture, "1.2.0", "aa9097e0709652044ba500de817d60ce8a48dc0b4ffd92232fd33459a20282f6", [:mix], [{:abnf_parsec, "~> 2.0", [hex: :abnf_parsec, repo: "hexpm", optional: false]}], "hexpm", "f250de468cfe35f404faf232429f40114f83f73430e0f7086a9cc251865642e2"},
+  "texture": {:hex, :texture, "2.0.0", "26d1d2fcb45ddedef200695d4bcc3b994461ddc1f8bba7a3e0d7fa0a7dac55c5", [:mix], [{:abnf_parsec, "~> 2.0", [hex: :abnf_parsec, repo: "hexpm", optional: false]}], "hexpm", "c85cbac5f456f4c9867deb0f70c45daa8a536142a8c8c5403401bd51962660bc"},
   "toml": {:hex, :toml, "0.7.0", "fbcd773caa937d0c7a02c301a1feea25612720ac3fa1ccb8bfd9d30d822911de", [:mix], [], "hexpm", "0690246a2478c1defd100b0c9b89b4ea280a22be9a7b313a8a058a2408a2fa70"},
   "websockex": {:hex, :websockex, "0.5.1", "9de28d37bbe34f371eb46e29b79c94c94fff79f93c960d842fbf447253558eb4", [:mix], [{:telemetry, "~> 1.0", [hex: :telemetry, repo: "hexpm", optional: false]}], "hexpm", "8ef39576ed56bc3804c9cd8626f8b5d6b5721848d2726c0ccd4f05385a3c9f14"},
-  "zoi": {:hex, :zoi, "0.18.7", "0d6b09d19fd1feff4340b7c5660bab04fbc80c1642ee1e5c75f06d527ac326db", [:mix], [{:decimal, "~> 2.0 or ~> 3.0", [hex: :decimal, repo: "hexpm", optional: true]}, {:phoenix_html, "~> 2.14.2 or ~> 3.0 or ~> 4.1", [hex: :phoenix_html, repo: "hexpm", optional: true]}], "hexpm", "5fedddd755dec84a5e78b3671070a5e595026aa3479f7fa566a42b8c4e4e5ff2"},
+  "zoi": {:hex, :zoi, "0.18.9", "3d96b342ec9f4ab9ed4eed22f935ee1027a8be09e1ff3646a0fe06af3c333d07", [:mix], [{:decimal, "~> 2.0 or ~> 3.0", [hex: :decimal, repo: "hexpm", optional: true]}, {:phoenix_html, "~> 2.14.2 or ~> 3.0 or ~> 4.1", [hex: :phoenix_html, repo: "hexpm", optional: true]}], "hexpm", "267ac4321a27a453a3868c736cc8d1c57aadf4eb415ba045367b00c1975ba254"},
 }
diff --git a/lib/imp/clients/req_llm.ex b/lib/imp/clients/req_llm.ex
index 407b38c1..f84861ca 100644
--- a/lib/imp/clients/req_llm.ex
+++ b/lib/imp/clients/req_llm.ex
@@ -312,6 +312,7 @@ defmodule Imp.Clients.ReqLLM do
       opts
       |> encode_openrouter_reasoning(lm.model)
       |> cap_transport_timeouts()
+      |> bind_to_caller()
       |> enforce_explicit_no_retry()
 
     case lm.req_module.generate_text(lm.model, to_req_messages(messages), opts) do
@@ -1051,15 +1052,24 @@ defmodule Imp.Clients.ReqLLM do
         opts
 
       deadline ->
-        remaining = Imp.Deadline.remaining(deadline)
-
+        # ReqLLM takes neither timeout as zero, and an expired deadline is a
+        # call that should end at once as a timeout rather than fail option
+        # validation.
+        remaining = max(Imp.Deadline.remaining(deadline), 1)
+
+        # :receive_timeout bounds one attempt's wait for the next bytes, and
+        # ReqLLM retries a timed-out attempt, and a 429 or 529 after its
+        # retry-after, so that cap alone let one call run to several
+        # multiples of the time left. :total_timeout is ReqLLM's bound on the
+        # whole call, retries and their waits included.
+        #
         # Cap :connect_options only when the caller supplied it — ReqLLM's
         # option schema rejects the key, so fabricating it here made every
         # deadline-bearing call fail validation (GEPA reflection was the
-        # only such caller and was undrivable live). The :receive_timeout
-        # cap alone bounds the call end to end.
+        # only such caller and was undrivable live).
         opts
         |> cap_timeout(:receive_timeout, remaining)
+        |> cap_timeout(:total_timeout, remaining)
         |> then(fn capped ->
           if Keyword.has_key?(capped, :connect_options) do
             Keyword.update!(capped, :connect_options, &cap_timeout(&1, :timeout, remaining))
@@ -1070,11 +1080,58 @@ defmodule Imp.Clients.ReqLLM do
     end
   end
 
-  # ReqLLM attaches its retry step after constructing the Req request and
-  # resets `max_retries` to 3, so an explicit caller no-retry policy is
-  # re-applied in a final request step at the adapter boundary, where nothing
-  # overwrites it. The attempt event fires immediately before the Req adapter
-  # call, so it counts transports rather than Imp calls.
+  # ReqLLM runs a call that has a :total_timeout -- every call under a deadline,
+  # above -- in a task under its own supervisor, not linked to the caller
+  # (ReqLLM.TimeoutBudget). Three things the call had in the caller's process
+  # are lost in that task: a caller that dies mid-call, such as a cancelled
+  # Imp.Run, leaves the task retrying against the provider until its timeouts
+  # run out; events emitted from it (the transport attempt, ReqLLM's usage)
+  # lose the caller's trace and span; and handlers that count only the
+  # caller's own events, such as a campaign budget's usage, drop them. The
+  # request step below runs first in that task and restores all three: it ends
+  # the task when the caller goes down, and makes the task emit as the caller
+  # (`Imp.Telemetry.act_for/2`). It is unnecessary once ReqLLM runs the call
+  # in the caller's process or ties the task to it.
+  defp bind_to_caller(opts) do
+    http_opts = Keyword.get(opts, :req_http_options, [])
+
+    if Keyword.has_key?(opts, :total_timeout) and Keyword.keyword?(http_opts) and
+         is_list(Keyword.get(http_opts, :plugins, [])) do
+      step = {__MODULE__, :act_for_caller, [self(), Imp.Telemetry.context()]}
+      plugin = &Req.Request.prepend_request_steps(&1, imp_act_for_caller: step)
+      plugins = Keyword.get(http_opts, :plugins, []) ++ [plugin]
+      Keyword.put(opts, :req_http_options, Keyword.put(http_opts, :plugins, plugins))
+    else
+      opts
+    end
+  end
+
+  @doc false
+  def act_for_caller(%Req.Request{} = request, caller, context) do
+    worker = self()
+
+    if worker != caller do
+      Imp.Telemetry.act_for(caller, context)
+
+      spawn(fn ->
+        caller_down = Process.monitor(caller)
+        worker_down = Process.monitor(worker)
+
+        receive do
+          {:DOWN, ^caller_down, :process, _pid, _reason} -> Process.exit(worker, :kill)
+          {:DOWN, ^worker_down, :process, _pid, _reason} -> :ok
+        end
+      end)
+    end
+
+    request
+  end
+
+  # An explicit caller no-retry policy is applied again in a final request step
+  # at the adapter boundary, after every ReqLLM and Req step has run, so no
+  # later option merge can restore retries. The same step emits the attempt
+  # event immediately before the Req adapter call, so it counts transports
+  # rather than Imp calls; campaign budgets read that count.
   defp enforce_explicit_no_retry(opts) do
     http_opts = Keyword.get(opts, :req_http_options, [])
 
diff --git a/lib/imp/optimizer/budget.ex b/lib/imp/optimizer/budget.ex
index fe7c2145..d0893fae 100644
--- a/lib/imp/optimizer/budget.ex
+++ b/lib/imp/optimizer/budget.ex
@@ -122,12 +122,12 @@ defmodule Imp.Optimizer.Budget do
     id
   end
 
-  def handle_req_llm_usage_event(_event, _measurements, _metadata, {_server, _id, owner})
-      when is_pid(owner) and owner != self(),
-      do: :ok
-
-  def handle_req_llm_usage_event(event, measurements, metadata, {server, id, _owner}),
-    do: handle_req_llm_usage_event(event, measurements, metadata, {server, id})
+  def handle_req_llm_usage_event(event, measurements, metadata, {server, id, owner})
+      when is_pid(owner) do
+    if Imp.Telemetry.emitted_for?(owner),
+      do: handle_req_llm_usage_event(event, measurements, metadata, {server, id}),
+      else: :ok
+  end
 
   @doc false
   def handle_req_llm_usage_event(_event, measurements, _metadata, {server, id})
diff --git a/lib/imp/telemetry.ex b/lib/imp/telemetry.ex
index e97e1733..f963ac6a 100644
--- a/lib/imp/telemetry.ex
+++ b/lib/imp/telemetry.ex
@@ -11,6 +11,7 @@ defmodule Imp.Telemetry do
   """
 
   @context_key :imp_telemetry_span_stack
+  @acting_for_key :imp_telemetry_acting_for
 
   @doc """
   Emits a redacted telemetry event when the optional `:telemetry` dependency is available.
@@ -85,6 +86,24 @@ defmodule Imp.Telemetry do
     end
   end
 
+  @doc false
+  # Makes the running process emit as `owner`: under `owner`'s span context,
+  # and recognized by `emitted_for?/1`. For a process that exists only to make
+  # one call for `owner`, such as the task ReqLLM runs a call with a
+  # :total_timeout in (`Imp.Clients.ReqLLM`).
+  def act_for(owner, context) when is_pid(owner) and is_list(context) do
+    Process.put(@context_key, context)
+    Process.put(@acting_for_key, owner)
+    :ok
+  end
+
+  @doc false
+  # Whether the running process is `owner`, or is acting for it. A handler that
+  # keeps only its owner's events asks this rather than comparing `self()`:
+  # other processes the owner started are still excluded.
+  def emitted_for?(owner) when is_pid(owner),
+    do: owner == self() or Process.get(@acting_for_key) == owner
+
   @doc false
   def context, do: Process.get(@context_key, [])
 
diff --git a/mix.exs b/mix.exs
index 76abf6b4..9dd18d23 100644
--- a/mix.exs
+++ b/mix.exs
@@ -108,7 +108,9 @@ defmodule Imp.MixProject do
       {:jsv, "~> 0.21"},
       {:nimble_options, "~> 1.1"},
       {:req, "~> 0.6"},
-      {:req_llm, "~> 1.17"},
+      # 1.18 is the first release with :total_timeout, which bounds a call
+      # under an Imp.Deadline including ReqLLM's retries (Imp.Clients.ReqLLM).
+      {:req_llm, "~> 1.18"},
       {:saxy, "~> 1.6"},
       {:telemetry, "~> 1.3"},
       {:bandit, "~> 1.0", only: :test},
diff --git a/mix.lock b/mix.lock
index c978f0e2..e9b9a16a 100644
--- a/mix.lock
+++ b/mix.lock
@@ -9,25 +9,23 @@
   "credo": {:hex, :credo, "1.7.19", "cc52129665fc7c15143d47838fda0f9cd6dac9ceced7bf4da6f85fcbfe64b12a", [:mix], [{:bunt, "~> 0.2.1 or ~> 1.0", [hex: :bunt, repo: "hexpm", optional: false]}, {:file_system, "~> 0.2 or ~> 1.0", [hex: :file_system, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: false]}], "hexpm", "2d8bc95d5a7bb99dd2613621d4f08c6a3575c3fd4b62e6a2b48a100352a557b8"},
   "decimal": {:hex, :decimal, "3.1.1", "430d87b04011ce6cbd4fd205be758311a81f87d552d40904abd00f015935b1d0", [:mix], [], "hexpm", "c5f25f2ced74a0587d03e6023f595db8e924c9d3922c8c8ffd9edfc4498cf1f6"},
   "dialyxir": {:hex, :dialyxir, "1.4.7", "dda948fcee52962e4b6c5b4b16b2d8fa7d50d8645bbae8b8685c3f9ecb7f5f4d", [:mix], [{:erlex, ">= 0.2.8", [hex: :erlex, repo: "hexpm", optional: false]}], "hexpm", "b34527202e6eb8cee198efec110996c25c5898f43a4094df157f8d28f27d9efe"},
-  "dotenvy": {:hex, :dotenvy, "1.1.1", "00e318f3c51de9fafc4b48598447e386f19204dc18ca69886905bb8f8b08b667", [:mix], [], "hexpm", "c8269471b5701e9e56dc86509c1199ded2b33dce088c3471afcfef7839766d8e"},
-  "earmark_parser": {:hex, :earmark_parser, "1.4.45", "cba8369ab2a1342e419bc2760eec731b17be828941dcf494045d44766227e1d5", [:mix], [], "hexpm", "d3ec045bf122965db20c0bdb420e19ee1415843135327124918473feb4b328e8"},
+  "dotenvy": {:hex, :dotenvy, "1.2.1", "43b28d17c996d70ac09f6a6dfd2245378b346ed7290c36452b46cdca77cd96bc", [:mix], [], "hexpm", "20cf780119be89a7cae7808543ebc8b7e56f0993b6aa058260fab686afe9073d"},
+  "earmark_parser": {:hex, :earmark_parser, "1.4.46", "67607a0532e810c6f630a515c548d0b24949643f168cc556303bee4cf96105c7", [:mix], [], "hexpm", "9c44636e8a1c68c62f526b2dcd85d941dbbcee7ab82cf64ba06ce28bef8e89f5"},
   "elixir_make": {:hex, :elixir_make, "0.10.0", "16577e2583a79bb79237bbff349619ef5d80afffc07eac6e4faf0d00e2ddaf7d", [:mix], [], "hexpm", "dc1f09fb7fa68866b886abd5f0f3c83553b1a19a52359a899e92af1bb3b31982"},
   "erlex": {:hex, :erlex, "0.2.9", "7debbbaa9f4f368b8cd648983e0f1d7963028508e9c59e9d4ed504e94ef52a55", [:mix], [], "hexpm", "8cfffc0ec7159e6d73de2ab28a588064de80f88b2798d5cbe4482cbbc200178b"},
-  "erlexec": {:hex, :erlexec, "2.4.1", "73d2c49ecf3709cd7791a0affbef466a11cc1ecf9d679c504edbc9824b35c593", [:rebar3], [], "hexpm", "c92e1776eb1f7eee357a799cf399013dfa672ab50b4f507dfdcdeee11ca89769"},
-  "ex_aws_auth": {:hex, :ex_aws_auth, "1.4.1", "2f4faf59dd62933c52faf5c026f22b6b9b7d143cf30ee462204a646e3304761f", [:mix], [{:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: true]}, {:req, "~> 0.5", [hex: :req, repo: "hexpm", optional: true]}], "hexpm", "42ea14c586689652f51906c797378a07822b65b32febd22067b4e93ff9dc7d4f"},
-  "ex_doc": {:hex, :ex_doc, "0.40.3", "4a972ffe64bc07dc605af487e98fc19b72a4185f55ca031b94c0552d6071c1d9", [:mix], [{:earmark_parser, "~> 1.4.44", [hex: :earmark_parser, repo: "hexpm", optional: false]}, {:makeup_c, ">= 0.1.0", [hex: :makeup_c, repo: "hexpm", optional: true]}, {:makeup_elixir, "~> 0.14 or ~> 1.0", [hex: :makeup_elixir, repo: "hexpm", optional: false]}, {:makeup_erlang, "~> 0.1 or ~> 1.0", [hex: :makeup_erlang, repo: "hexpm", optional: false]}, {:makeup_html, ">= 0.1.0", [hex: :makeup_html, repo: "hexpm", optional: true]}], "hexpm", "2756e357742fecd9749b489b85d67c9ce99c465f2e75728d9e6dc8d704b973de"},
+  "erlexec": {:hex, :erlexec, "2.5.0", "a0c603f3903421db16d6a4f49862f4cb7431d1aa17b4b3d7f3f5e2fe20905121", [:rebar3], [], "hexpm", "b24ff24c5fc084248f3498ca96f739daf820f3db02d9ba1006ab127de14b7215"},
+  "ex_doc": {:hex, :ex_doc, "0.40.4", "66f2e42bf588594d5a8aab31cad87f2ddad09d0da1b1a2f379340ec2c2e497cb", [:mix], [{:earmark_parser, "~> 1.4.46", [hex: :earmark_parser, repo: "hexpm", optional: false]}, {:makeup_c, ">= 0.1.0", [hex: :makeup_c, repo: "hexpm", optional: true]}, {:makeup_elixir, "~> 0.14 or ~> 1.0", [hex: :makeup_elixir, repo: "hexpm", optional: false]}, {:makeup_erlang, "~> 0.1 or ~> 1.0", [hex: :makeup_erlang, repo: "hexpm", optional: false]}, {:makeup_html, ">= 0.1.0", [hex: :makeup_html, repo: "hexpm", optional: true]}], "hexpm", "6222b9e423d76584ee34df2c82a5ed72c2d53dc153f7f483ad28b378694186cc"},
   "ex_json_schema": {:hex, :ex_json_schema, "0.11.5", "ea45f3238be135949dbbbcc9e8eb4682d6e561b8a66374e75d85a2e1d2bd4107", [:mix], [{:decimal, "~> 3.0", [hex: :decimal, repo: "hexpm", optional: false]}], "hexpm", "61ed2a8f07bd115e7ab6d45c147642a8c73b962bc419fadbb248046b9d3d0f20"},
   "ex_mcp": {:git, "https://github.com/deepfates/ex_mcp.git", "7285330b490476cc153dd60fb9adac9cd39d4a94", [ref: "7285330b490476cc153dd60fb9adac9cd39d4a94"]},
   "file_system": {:hex, :file_system, "1.1.1", "31864f4685b0148f25bd3fbef2b1228457c0c89024ad67f7a81a3ffbc0bbad3a", [:mix], [], "hexpm", "7a15ff97dfe526aeefb090a7a9d3d03aa907e100e262a0f8f7746b78f8f87a5d"},
   "finch": {:hex, :finch, "0.23.0", "e3f9287ac25a8832f848b144c2b57346aac65b205e2e0629a52adfe6507fd837", [:mix], [{:mime, "~> 1.0 or ~> 2.0", [hex: :mime, repo: "hexpm", optional: false]}, {:mint, "~> 1.8", [hex: :mint, repo: "hexpm", optional: false]}, {:nimble_options, "~> 0.4 or ~> 1.0", [hex: :nimble_options, repo: "hexpm", optional: false]}, {:nimble_pool, "~> 1.1", [hex: :nimble_pool, repo: "hexpm", optional: false]}, {:telemetry, "~> 0.4 or ~> 1.0", [hex: :telemetry, repo: "hexpm", optional: false]}], "hexpm", "80e58d3f936f57e3fdf404f83a3642897ae6d9fb642934e46da4d8fe761b99d5"},
-  "goth": {:hex, :goth, "1.4.5", "ee37f96e3519bdecd603f20e7f10c758287088b6d77c0147cd5ee68cf224aade", [:mix], [{:finch, "~> 0.17", [hex: :finch, repo: "hexpm", optional: false]}, {:jason, "~> 1.1", [hex: :jason, repo: "hexpm", optional: false]}, {:jose, "~> 1.11", [hex: :jose, repo: "hexpm", optional: false]}], "hexpm", "0fc2dce5bd710651ed179053d0300ce3a5d36afbdde11e500d57f05f398d5ed5"},
   "hpax": {:hex, :hpax, "1.0.4", "777de5d433b0fbdc7c418159c8055910faa8047ffdb3d6b31098d2a46cd7685c", [:mix], [], "hexpm", "afc7cb142ebcc2d01ce7816190b98ce5dd49e799111b24249f3443d730f377ca"},
   "idna": {:hex, :idna, "7.1.0", "1067a13043538129602d2f2ce6899d8713125c7d19734aa557ce2e3ea55bd4f1", [:rebar3], [], "hexpm", "6ae959a025bf36df61a8cab8508d9654891b5426a84c44d82deaffd6ddf8c71f"},
   "jason": {:hex, :jason, "1.4.5", "2e3a008590b0b8d7388c20293e9dcc9cf3e5d642fd2a114e4cbbb52e595d940a", [:mix], [{:decimal, "~> 1.0 or ~> 2.0 or ~> 3.0", [hex: :decimal, repo: "hexpm", optional: true]}], "hexpm", "b0c823996102bcd0239b3c2444eb00409b72f6a140c1950bc8b457d836b30684"},
   "jaxon": {:hex, :jaxon, "2.0.8", "00951a79d354260e28d7e36f956c3de94818124768a4b22e0fc55559d1b3bfe7", [:make, :mix], [{:elixir_make, "~> 0.4", [hex: :elixir_make, repo: "hexpm", optional: false]}], "hexpm", "74532853b1126609615ea98f0ceb5009e70465ca98027afbbd8ed314d887e82d"},
   "jose": {:hex, :jose, "1.11.12", "06e62b467b61d3726cbc19e9b5489f7549c37993de846dfb3ee8259f9ed208b3", [:mix, :rebar3], [], "hexpm", "31e92b653e9210b696765cdd885437457de1add2a9011d92f8cf63e4641bab7b"},
-  "jsv": {:hex, :jsv, "0.21.2", "fb84c2a1bb5884e2b91ae66c5ed84a4db1da2bcfc1df5175c8b33c8791d39353", [:mix], [{:abnf_parsec, "~> 2.0", [hex: :abnf_parsec, repo: "hexpm", optional: false]}, {:decimal, "~> 2.0 or ~> 3.0", [hex: :decimal, repo: "hexpm", optional: true]}, {:idna, "~> 6.0 or ~> 7.0", [hex: :idna, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: true]}, {:texture, "~> 1.0", [hex: :texture, repo: "hexpm", optional: false]}], "hexpm", "5963f414f9fb37c541dcebfb2df96d07ae4a40d12f52d7ac5e057969e5e7d83a"},
-  "llm_db": {:hex, :llm_db, "2026.7.0", "2cd32be2907e72df3d72e57ad99b3963011ceb9418b46a95c4315ce1b0ba5429", [:mix], [{:dotenvy, "~> 1.1", [hex: :dotenvy, repo: "hexpm", optional: false]}, {:igniter, "~> 0.7", [hex: :igniter, repo: "hexpm", optional: true]}, {:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: false]}, {:req, "~> 0.5", [hex: :req, repo: "hexpm", optional: false]}, {:toml, "~> 0.7", [hex: :toml, repo: "hexpm", optional: false]}, {:zoi, "~> 0.10", [hex: :zoi, repo: "hexpm", optional: false]}], "hexpm", "9ffff8ccf4e3c268a72cbd19e0539cab618ebd3c4bc621a43c48dd2ee8af412f"},
+  "jsv": {:hex, :jsv, "0.24.0", "71b521244b51e1849ac7cae986ce391ae13f6ffb781235ad046a4f7ebbb9472b", [:mix], [{:abnf_parsec, "~> 2.0", [hex: :abnf_parsec, repo: "hexpm", optional: false]}, {:decimal, "~> 2.0 or ~> 3.0", [hex: :decimal, repo: "hexpm", optional: true]}, {:idna, "~> 6.0 or ~> 7.0", [hex: :idna, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: true]}, {:texture, ">= 1.2.1", [hex: :texture, repo: "hexpm", optional: false]}], "hexpm", "a9829510d25fe6e16a84600ba8d2f7c3da5234401b796aa87741393b1c85aa27"},
+  "llm_db": {:hex, :llm_db, "2026.9.5", "357a594559c194f65616787961badde1256d5078992639b771437ef3e039d1e5", [:mix], [{:dotenvy, "~> 1.1", [hex: :dotenvy, repo: "hexpm", optional: false]}, {:igniter, "~> 0.7", [hex: :igniter, repo: "hexpm", optional: true]}, {:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: false]}, {:req, "~> 0.5", [hex: :req, repo: "hexpm", optional: false]}, {:toml, "~> 0.7", [hex: :toml, repo: "hexpm", optional: false]}, {:zoi, "~> 0.10", [hex: :zoi, repo: "hexpm", optional: false]}], "hexpm", "8631c05b435ebedade83421d3d8b72b051af2caee822d953a21384cad95a9714"},
   "makeup": {:hex, :makeup, "1.2.2", "882d46dc0905e9ff7abf2aab61a7e6b3dcc555533977d8a23b06019e6c89ac94", [:mix], [{:nimble_parsec, "~> 1.4", [hex: :nimble_parsec, repo: "hexpm", optional: false]}], "hexpm", "9a1a24e5b343b8ae16abea0822c10a6f75da27af7fa802ada5251f7579bfccfa"},
   "makeup_elixir": {:hex, :makeup_elixir, "1.0.1", "e928a4f984e795e41e3abd27bfc09f51db16ab8ba1aebdba2b3a575437efafc2", [:mix], [{:makeup, "~> 1.0", [hex: :makeup, repo: "hexpm", optional: false]}, {:nimble_parsec, "~> 1.2.3 or ~> 1.3", [hex: :nimble_parsec, repo: "hexpm", optional: false]}], "hexpm", "7284900d412a3e5cfd97fdaed4f5ed389b8f2b4cb49efc0eb3bd10e2febf9507"},
   "makeup_erlang": {:hex, :makeup_erlang, "1.1.0", "835f7e60792e08824cda445639555d7bf1bbbddb1b60b306e33cb6f6db24dc74", [:mix], [{:makeup, "~> 1.0", [hex: :makeup, repo: "hexpm", optional: false]}], "hexpm", "1cd6780fb1dd1a03979abaed0fe82712b0625118fd5257d3ebbf73f960c73c3c"},
@@ -35,7 +33,7 @@
   "mint": {:hex, :mint, "1.10.1", "c53e70867cf74017716884d8d33e0742b08b32e9cdb0031cbc69a429dc5555e3", [:mix], [{:castore, "~> 0.1.0 or ~> 1.0", [hex: :castore, repo: "hexpm", optional: true]}, {:hpax, "~> 0.1.1 or ~> 0.2.0 or ~> 1.0", [hex: :hpax, repo: "hexpm", optional: false]}], "hexpm", "0ba2a904605ed8406393444fb8b3356dc58eb59ee6c7fb94ac3f015e1be129e8"},
   "mint_web_socket": {:hex, :mint_web_socket, "1.0.6", "5ffcf350df5b90f2d7a04adf877165228804993714592512374218d4679e325a", [:mix], [{:mint, ">= 1.4.1 and < 2.0.0-0", [hex: :mint, repo: "hexpm", optional: false]}], "hexpm", "0c360e9012413f1c115a63532601eb5d63731aab7010949178769760686c1698"},
   "mix_audit": {:hex, :mix_audit, "2.1.5", "c0f77cee6b4ef9d97e37772359a187a166c7a1e0e08b50edf5bf6959dfe5a016", [:make, :mix], [{:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: false]}, {:yaml_elixir, "~> 2.11", [hex: :yaml_elixir, repo: "hexpm", optional: false]}], "hexpm", "87f9298e21da32f697af535475860dc1d3617a010e0b418d2ec6142bc8b42d69"},
-  "mox": {:hex, :mox, "1.2.0", "a2cd96b4b80a3883e3100a221e8adc1b98e4c3a332a8fc434c39526babafd5b3", [:mix], [{:nimble_ownership, "~> 1.0", [hex: :nimble_ownership, repo: "hexpm", optional: false]}], "hexpm", "c7b92b3cc69ee24a7eeeaf944cd7be22013c52fcb580c1f33f50845ec821089a"},
+  "mox": {:hex, :mox, "1.3.2", "f34ca4331b1cce3125609c6de674739fe5f3df0d68df25510d64b6a94b2246de", [:mix], [{:nimble_ownership, "~> 1.0", [hex: :nimble_ownership, repo: "hexpm", optional: false]}], "hexpm", "97918a185e727f3128a826f01827b5b8168e1b815bda19eb4192c3ffdb6a8054"},
   "nimble_options": {:hex, :nimble_options, "1.1.1", "e3a492d54d85fc3fd7c5baf411d9d2852922f66e69476317787a7b2bb000a61b", [:mix], [], "hexpm", "821b2470ca9442c4b6984882fe9bb0389371b8ddec4d45a9504f00a66f650b44"},
   "nimble_ownership": {:hex, :nimble_ownership, "1.0.2", "fa8a6f2d8c592ad4d79b2ca617473c6aefd5869abfa02563a77682038bf916cf", [:mix], [], "hexpm", "098af64e1f6f8609c6672127cfe9e9590a5d3fcdd82bc17a377b8692fd81a879"},
   "nimble_parsec": {:hex, :nimble_parsec, "1.4.2", "8efba0122db06df95bfaa78f791344a89352ba04baedd3849593bfce4d0dc1c6", [:mix], [], "hexpm", "4b21398942dda052b403bbe1da991ccd03a053668d147d53fb8c4e0efe09c973"},
@@ -45,18 +43,18 @@
   "plug_crypto": {:hex, :plug_crypto, "2.2.0", "144014737daaf485407f5ed77daeaad74d651b216a28c87543f8cc7043f8efc8", [:mix], [], "hexpm", "83a95744ab1c75876542b6fab135fcc176280e0f301a111c1f757fddcec95d2c"},
   "ranch": {:hex, :ranch, "2.3.0", "7de7b041a9a6a5091a3aa5898d66c0564be671d87db4f9d63b1b5ee775b097df", [:make, :rebar3], [], "hexpm", "6168ec49409d982f7cfbd83dd083144f6cbe67caa4036551d2f0a3ad67c9d023"},
   "req": {:hex, :req, "0.7.4", "23e9ffec17de032a46a4b15ed65c09793893bf4a7c680f4bbf6227fce6bdf74d", [:mix], [{:brotli, "~> 0.3.1", [hex: :brotli, repo: "hexpm", optional: true]}, {:finch, "~> 0.21", [hex: :finch, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: false]}, {:mime, "~> 2.0.6 or ~> 2.1", [hex: :mime, repo: "hexpm", optional: false]}, {:nimble_csv, "~> 1.0", [hex: :nimble_csv, repo: "hexpm", optional: true]}, {:plug, "~> 1.0", [hex: :plug, repo: "hexpm", optional: true]}], "hexpm", "4b192d63253e8dcc6221ef992ea9ebef7d3555166e8423aa5b553e86bc3c69a2"},
-  "req_llm": {:hex, :req_llm, "1.17.1", "266c0e06c47b4562f243dcdf41332342cbed2ec37064750edd725fb66bb6e914", [:mix], [{:dotenvy, "~> 1.1", [hex: :dotenvy, repo: "hexpm", optional: false]}, {:ex_aws_auth, "~> 1.4", [hex: :ex_aws_auth, repo: "hexpm", optional: true]}, {:goth, "~> 1.4", [hex: :goth, repo: "hexpm", optional: true]}, {:igniter, "~> 0.7", [hex: :igniter, repo: "hexpm", optional: true]}, {:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: false]}, {:jsv, "~> 0.11", [hex: :jsv, repo: "hexpm", optional: false]}, {:llm_db, "~> 2026.7.0", [hex: :llm_db, repo: "hexpm", optional: false]}, {:nimble_options, "~> 1.1", [hex: :nimble_options, repo: "hexpm", optional: false]}, {:req, "~> 0.5", [hex: :req, repo: "hexpm", optional: false]}, {:server_sent_events, "~> 1.1.0", [hex: :server_sent_events, repo: "hexpm", optional: false]}, {:splode, "~> 0.3.0", [hex: :splode, repo: "hexpm", optional: false]}, {:websockex, "~> 0.5.1", [hex: :websockex, repo: "hexpm", optional: false]}, {:zoi, "~> 0.14", [hex: :zoi, repo: "hexpm", optional: false]}], "hexpm", "169d77a77bac5cee7655a7a9158ebea1c2a7857670f4104b29516a25a2d24f1e"},
+  "req_llm": {:hex, :req_llm, "1.24.0", "cdc5c5cd7f38c0e17cf7a949ced99b6760dcba0d860cd4d066fea1aeba422929", [:mix], [{:dotenvy, "~> 1.1", [hex: :dotenvy, repo: "hexpm", optional: false]}, {:ex_aws_auth, "~> 1.4", [hex: :ex_aws_auth, repo: "hexpm", optional: true]}, {:goth, "~> 1.4", [hex: :goth, repo: "hexpm", optional: true]}, {:igniter, "~> 0.7", [hex: :igniter, repo: "hexpm", optional: true]}, {:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: false]}, {:jsv, "~> 0.11", [hex: :jsv, repo: "hexpm", optional: false]}, {:llm_db, ">= 2026.9.3 and < 2027.0.0", [hex: :llm_db, repo: "hexpm", optional: false]}, {:nimble_options, "~> 1.1", [hex: :nimble_options, repo: "hexpm", optional: false]}, {:req, "~> 0.5", [hex: :req, repo: "hexpm", optional: false]}, {:server_sent_events, "~> 1.1.0", [hex: :server_sent_events, repo: "hexpm", optional: false]}, {:splode, "~> 0.3.0", [hex: :splode, repo: "hexpm", optional: false]}, {:websockex, "~> 0.5.1", [hex: :websockex, repo: "hexpm", optional: false]}, {:zoi, "~> 0.14", [hex: :zoi, repo: "hexpm", optional: false]}], "hexpm", "8ab6bda68e28afc3adf070cc6616d51831b42b8ff144116a9f104999af4c763f"},
   "saxy": {:hex, :saxy, "1.6.1", "742eff28f553c066d0b54e84662dbf384a1d1f38595472ed15f6e0a33038bbe1", [:mix], [], "hexpm", "8989d504424ba29460a61950f8968380651413fa05e63b6118084db057da1a6b"},
   "server_sent_events": {:hex, :server_sent_events, "1.1.0", "54606238b9182ba673a10ce90bd95f81a0939c1baa91cdf86b66acc04edd1832", [:mix], [], "hexpm", "8e164db8e295a2d869a8faafbf4a1eeaa749b62fe93f66271adff6394d93ce15"},
-  "splode": {:hex, :splode, "0.3.1", "9843c54f84f71b7833fec3f0be06c3cfb5be6b35960ee195ea4fad84b1c25030", [:mix], [], "hexpm", "8f2309b6ec2ecbb01435656429ed1d9ed04ba28797a3280c3b0d1217018ecfbd"},
+  "splode": {:hex, :splode, "0.3.2", "7716b6b2260a98a6f018c65cc0393da2cdf17314202eb351a0956e8762190dff", [:mix], [], "hexpm", "08fd658f80da7f1cd254b149164dcff8acd44b22f032001d5416b97223d32bc9"},
   "stream_data": {:hex, :stream_data, "1.4.0", "026f929db613aabea6208012ae9b8970d3fd5f88b3bdf26831bc536f98c42036", [:mix], [], "hexpm", "2b0ee3a340dcce1c8cf6302a763ee757d1e01c54d6e16d9069062509d68b1dc9"},
   "telemetry": {:hex, :telemetry, "1.4.2", "a0cb522801dffb1c49fe6e30561badffc7b6d0e180db1300df759faa22062855", [:rebar3], [], "hexpm", "928f6495066506077862c0d1646609eed891a4326bee3126ba54b60af61febb1"},
-  "texture": {:hex, :texture, "1.2.0", "aa9097e0709652044ba500de817d60ce8a48dc0b4ffd92232fd33459a20282f6", [:mix], [{:abnf_parsec, "~> 2.0", [hex: :abnf_parsec, repo: "hexpm", optional: false]}], "hexpm", "f250de468cfe35f404faf232429f40114f83f73430e0f7086a9cc251865642e2"},
+  "texture": {:hex, :texture, "2.0.0", "26d1d2fcb45ddedef200695d4bcc3b994461ddc1f8bba7a3e0d7fa0a7dac55c5", [:mix], [{:abnf_parsec, "~> 2.0", [hex: :abnf_parsec, repo: "hexpm", optional: false]}], "hexpm", "c85cbac5f456f4c9867deb0f70c45daa8a536142a8c8c5403401bd51962660bc"},
   "thousand_island": {:hex, :thousand_island, "1.5.0", "f50a213cac97262b6d5ebb85745aa2c00fec1413191e6e66834788d45425cecb", [:mix], [{:telemetry, "~> 0.4 or ~> 1.0", [hex: :telemetry, repo: "hexpm", optional: false]}], "hexpm", "708923d40523e43cf99041ab37a0d4b0ec426ac6438fa3716ab23d919eaeb412"},
   "toml": {:hex, :toml, "0.7.0", "fbcd773caa937d0c7a02c301a1feea25612720ac3fa1ccb8bfd9d30d822911de", [:mix], [], "hexpm", "0690246a2478c1defd100b0c9b89b4ea280a22be9a7b313a8a058a2408a2fa70"},
   "websock": {:hex, :websock, "0.5.3", "2f69a6ebe810328555b6fe5c831a851f485e303a7c8ce6c5f675abeb20ebdadc", [:mix], [], "hexpm", "6105453d7fac22c712ad66fab1d45abdf049868f253cf719b625151460b8b453"},
   "websockex": {:hex, :websockex, "0.5.1", "9de28d37bbe34f371eb46e29b79c94c94fff79f93c960d842fbf447253558eb4", [:mix], [{:telemetry, "~> 1.0", [hex: :telemetry, repo: "hexpm", optional: false]}], "hexpm", "8ef39576ed56bc3804c9cd8626f8b5d6b5721848d2726c0ccd4f05385a3c9f14"},
   "yamerl": {:hex, :yamerl, "0.10.0", "4ff81fee2f1f6a46f1700c0d880b24d193ddb74bd14ef42cb0bcf46e81ef2f8e", [:rebar3], [], "hexpm", "346adb2963f1051dc837a2364e4acf6eb7d80097c0f53cbdc3046ec8ec4b4e6e"},
   "yaml_elixir": {:hex, :yaml_elixir, "2.12.2", "9dd1330fb4cd9a36a7b0f502e5b12486eff632792ee4a5f0eba52a4d4ec32c9c", [:mix], [{:yamerl, "~> 0.10", [hex: :yamerl, repo: "hexpm", optional: false]}], "hexpm", "e7c1b10122f973e6558462d51c39026ba0e14afbc6745318e990ea82cfe9e159"},
-  "zoi": {:hex, :zoi, "0.18.5", "fc23f53d5ba6c8639fb30d9a70a80ae8fed774c180c2544bfd16f53bedf95dff", [:mix], [{:decimal, "~> 2.0 or ~> 3.0", [hex: :decimal, repo: "hexpm", optional: true]}, {:phoenix_html, "~> 2.14.2 or ~> 3.0 or ~> 4.1", [hex: :phoenix_html, repo: "hexpm", optional: true]}], "hexpm", "d69c2e6468752367941d0264e21cf229c1ba8757b2973eea17c12b3cb7d2d4c4"},
+  "zoi": {:hex, :zoi, "0.18.9", "3d96b342ec9f4ab9ed4eed22f935ee1027a8be09e1ff3646a0fe06af3c333d07", [:mix], [{:decimal, "~> 2.0 or ~> 3.0", [hex: :decimal, repo: "hexpm", optional: true]}, {:phoenix_html, "~> 2.14.2 or ~> 3.0 or ~> 4.1", [hex: :phoenix_html, repo: "hexpm", optional: true]}], "hexpm", "267ac4321a27a453a3868c736cc8d1c57aadf4eb415ba045367b00c1975ba254"},
 }
diff --git a/test/authority_inventory_test.exs b/test/authority_inventory_test.exs
index 70585d6f..8acf1bdc 100644
--- a/test/authority_inventory_test.exs
+++ b/test/authority_inventory_test.exs
@@ -165,7 +165,18 @@ defmodule AuthorityInventoryTest do
     assert pins["ax_typescript"]["source_manifest"]["file_count"] == 11
     assert length(pins["ax_typescript"]["source_paths"]) == 11
     assert pins["req_llm"]["role"] == "beam_runtime_dependency"
-    assert pins["req_llm"]["commit"] == "33840077c2f1332eb6dff2d268dff02393014da4"
+    assert pins["req_llm"]["commit"] == "fd9e079fddf253e9b719b2d2c6920f4306592809"
+
+    {:hex, :req_llm, locked_version, hex_package, _, _, "hexpm", hex_registry} =
+      Mix.Dep.Lock.read()[:req_llm]
+
+    assert pins["req_llm"]["version"] == locked_version
+    assert pins["req_llm"]["git_ref"] == "refs/tags/v" <> locked_version
+
+    assert pins["req_llm"]["source_hashes"] == %{
+             "hex_package" => hex_package,
+             "hex_registry" => hex_registry
+           }
   end
 
   test "mmGRPO implementation authority is DSPy source and DeepSeekMath is background only" do
diff --git a/test/campaign_budget_test.exs b/test/campaign_budget_test.exs
index 04429f79..65769bb0 100644
--- a/test/campaign_budget_test.exs
+++ b/test/campaign_budget_test.exs
@@ -383,7 +383,7 @@ defmodule Imp.BenchmarkTruth.CampaignBudgetTest do
                     1.0e-12
   end
 
-  test "ReqLLM transport guard defeats the dependency retry reset and counts one attempt" do
+  test "ReqLLM transport guard keeps the caller's single attempt and counts it" do
     parent = self()
 
     base_url =
@@ -407,8 +407,7 @@ defmodule Imp.BenchmarkTruth.CampaignBudgetTest do
         max_retries: 0
       )
 
-    # Pinned ReqLLM currently overwrites the caller's zero with its default.
-    assert prepared.options.max_retries == 3
+    assert prepared.options.max_retries == 0
 
     {:ok, budget} =
       CampaignBudget.start_link(
diff --git a/test/model_response_cost_test.exs b/test/model_response_cost_test.exs
index e3da9116..8c07e0fc 100644
--- a/test/model_response_cost_test.exs
+++ b/test/model_response_cost_test.exs
@@ -185,4 +185,59 @@ defmodule Imp.ModelResponseCostTest do
     snapshot = Imp.Optimizer.Budget.snapshot(budget)
     assert snapshot["usage"] == %{"input_tokens" => 3, "output_tokens" => 2, "usd" => 0.001858}
   end
+
+  # A call under an `Imp.Deadline` carries ReqLLM's `:total_timeout`, and ReqLLM
+  # runs such a call in a task of its own, so its usage telemetry is emitted from
+  # that task rather than from the process that made the call. The budget has to
+  # count it anyway: a campaign whose calls run under a deadline (every GEPA
+  # trial) otherwise spends without the ceiling seeing any of it.
+  test "a budgeted call under a deadline records the usage the provider reports" do
+    assert {:ok, budget} =
+             Imp.start_optimizer_budget(
+               limits: %{requests: 2, input_tokens: 10_000, output_tokens: 20, usd: 1.0},
+               pricing: %{"input_per_million" => 1.0, "output_per_million" => 2.0},
+               default_max_output_tokens: 20
+             )
+
+    base_url =
+      Imp.Test.LocalHTTP.start(fn _request ->
+        {200,
+         %{
+           "id" => "usage",
+           "object" => "chat.completion",
+           "model" => "usage-model",
+           "choices" => [
+             %{
+               "index" => 0,
+               "finish_reason" => "stop",
+               "message" => %{"role" => "assistant", "content" => "pong"}
+             }
+           ],
+           "usage" => %{"prompt_tokens" => 7, "completion_tokens" => 3, "total_tokens" => 10}
+         }}
+      end)
+
+    inner =
+      Imp.req_llm(
+        %{
+          provider: :openai,
+          id: "usage-model",
+          model: "usage-model",
+          base_url: base_url <> "/v1"
+        },
+        api_key: "local-test-key",
+        cache: false
+      )
+
+    lm = Imp.budgeted_lm(inner, budget, max_output_tokens: 20)
+
+    assert {:ok, _response} =
+             Imp.Deadline.with_deadline(5_000, fn ->
+               Imp.LM.generate(lm, [%{role: :user, content: "ping"}], [])
+             end)
+
+    usage = Imp.Optimizer.Budget.snapshot(budget)["usage"]
+    assert usage["input_tokens"] == 7
+    assert usage["output_tokens"] == 3
+  end
 end
diff --git a/test/multimodal_quality_benchmark_test.exs b/test/multimodal_quality_benchmark_test.exs
index 9f91e55f..71a3eaa9 100644
--- a/test/multimodal_quality_benchmark_test.exs
+++ b/test/multimodal_quality_benchmark_test.exs
@@ -189,6 +189,36 @@ defmodule MultimodalQualityBenchmarkTest do
     end
   end
 
+  test "the campaign records the loaded ReqLLM package and a checkpoint cannot resume under another" do
+    manifest = Manifest.load!(@openai_manifest)
+    refute Map.has_key?(manifest.payload["provider"], "req_llm_dependency")
+
+    loaded = Application.spec(:req_llm, :vsn) |> to_string()
+    {:hex, :req_llm, ^loaded, package_sha256, _, _, "hexpm", _} = Mix.Dep.Lock.read()[:req_llm]
+
+    assert Manifest.runtime_dependency!() == %{
+             "package" => "req_llm",
+             "package_sha256" => package_sha256,
+             "source" => "hexpm",
+             "version" => loaded
+           }
+
+    artifact = Runner.run(mode: :plan, manifest: @openai_manifest, max_concurrency: 1)
+    assert artifact["provider"]["req_llm_dependency"] == Manifest.runtime_dependency!()
+
+    path = tmp_path("other-req-llm.json")
+    bindings = Manifest.sample_bindings(manifest.payload)
+    identity = checkpoint_identity(manifest)
+    Checkpoint.load!(path, identity, bindings)
+
+    other_build =
+      put_in(identity, ["provider", "req_llm_dependency", "version"], "0.0.0-other")
+
+    assert_raise ArgumentError, ~r/campaign identity mismatch/, fn ->
+      Checkpoint.load!(path, other_build, bindings)
+    end
+  end
+
   test "duplicate provider response IDs are rejected before checkpoint completion" do
     {base_url, _request_pid} = start_openai_fixture(response_id: "resp_duplicated")
 
@@ -432,6 +462,7 @@ defmodule MultimodalQualityBenchmarkTest do
   end
 
   defp checkpoint_identity(manifest) do
+    manifest = Manifest.bind_runtime_dependency!(manifest)
     provider = manifest.payload["provider"]
 
     %{
diff --git a/test/req_llm_client_test.exs b/test/req_llm_client_test.exs
index 8df3dc42..35279347 100644
--- a/test/req_llm_client_test.exs
+++ b/test/req_llm_client_test.exs
@@ -595,6 +595,151 @@ defmodule ReqLLMClientTest do
     assert Keyword.fetch!(opts, :connect_options)[:timeout] <= 1_000
   end
 
+  # ReqLLM retries a request that timed out, and a 429 or 529 after the time its
+  # retry-after header names, each attempt with the full receive timeout. A cap
+  # on the receive timeout alone therefore lets one call run to several
+  # multiples of the time left, or to the provider's retry-after however far
+  # past the deadline that is. The deadline has to bound the call as a whole.
+  describe "a call under a deadline against a local provider" do
+    setup do
+      {:ok, attempts} = Agent.start_link(fn -> 0 end)
+      %{attempts: attempts}
+    end
+
+    defp deadline_lm(base_url) do
+      Imp.req_llm(
+        %{
+          provider: :openai,
+          id: "deadline-model",
+          model: "deadline-model",
+          base_url: base_url <> "/v1"
+        },
+        api_key: "local-test-key",
+        cache: false
+      )
+    end
+
+    defp wait_until(check, tries \\ 200) do
+      cond do
+        check.() ->
+          :ok
+
+        tries == 0 ->
+          flunk("condition never held")
+
+        true ->
+          Process.sleep(10)
+          wait_until(check, tries - 1)
+      end
+    end
+
+    defp call_under_deadline(lm, budget_ms) do
+      deadline = System.monotonic_time(:millisecond) + budget_ms
+
+      :timer.tc(fn ->
+        Imp.Deadline.with_deadline({:deadline, deadline}, fn ->
+          Imp.Clients.ReqLLM.generate(lm, [%{role: :user, content: "hello"}], [])
+        end)
+      end)
+    end
+
+    test "a provider that never answers is given one attempt and the time left", %{
+      attempts: attempts
+    } do
+      base_url =
+        Imp.Test.LocalHTTP.start(fn _request ->
+          Agent.update(attempts, &(&1 + 1))
+          Process.sleep(10_000)
+          {200, %{}}
+        end)
+
+      {microseconds, result} = call_under_deadline(deadline_lm(base_url), 1_000)
+
+      assert {:error, _reason} = result
+      assert div(microseconds, 1_000) < 2_500
+      assert Agent.get(attempts, & &1) <= 1
+    end
+
+    test "a rate-limited provider's retry-after does not outlast the deadline", %{
+      attempts: attempts
+    } do
+      base_url =
+        Imp.Test.LocalHTTP.start(fn _request ->
+          Agent.update(attempts, &(&1 + 1))
+          {429, [{"retry-after", "3"}], %{"error" => %{"message" => "rate limited"}}}
+        end)
+
+      {microseconds, result} = call_under_deadline(deadline_lm(base_url), 1_000)
+
+      assert {:error, _reason} = result
+      assert div(microseconds, 1_000) < 2_500
+      assert Agent.get(attempts, & &1) <= 1
+    end
+
+    # The transport attempt is emitted from inside that task too, so it has to
+    # carry the caller's trace with it or a trace of the call loses it.
+    test "a traced call keeps its transport attempt" do
+      base_url =
+        Imp.Test.LocalHTTP.start(fn _request ->
+          {200,
+           %{
+             "id" => "traced",
+             "object" => "chat.completion",
+             "model" => "deadline-model",
+             "choices" => [
+               %{
+                 "index" => 0,
+                 "finish_reason" => "stop",
+                 "message" => %{"role" => "assistant", "content" => "pong"}
+               }
+             ],
+             "usage" => %{"prompt_tokens" => 1, "completion_tokens" => 1, "total_tokens" => 2}
+           }}
+        end)
+
+      lm = deadline_lm(base_url)
+
+      trace =
+        Imp.Observability.trace(fn ->
+          Imp.Deadline.with_deadline(5_000, fn ->
+            Imp.Clients.ReqLLM.generate(lm, [%{role: :user, content: "ping"}], max_retries: 0)
+          end)
+        end)
+
+      assert {:ok, _response} = trace.result
+
+      assert [[:imp, :lm, :start], [:imp, :lm, :transport, :attempt], [:imp, :lm, :stop]] ==
+               Enum.map(trace.events, fn {event, _measurements, _metadata} -> event end)
+    end
+
+    # ReqLLM runs a call with a :total_timeout in a task it does not link to the
+    # caller. A caller that dies mid-call -- an `Imp.Run` that is cancelled --
+    # must take the request with it, not leave it retrying against the provider
+    # for as long as the deadline it was built under allows.
+    test "a caller that dies mid-call takes its request with it", %{attempts: attempts} do
+      base_url =
+        Imp.Test.LocalHTTP.start(fn _request ->
+          Agent.update(attempts, &(&1 + 1))
+          Process.sleep(10_000)
+          {200, %{}}
+        end)
+
+      lm = deadline_lm(base_url)
+
+      caller =
+        spawn(fn ->
+          call_under_deadline(lm, 600)
+        end)
+
+      wait_until(fn -> Agent.get(attempts, & &1) == 1 end)
+      Process.exit(caller, :kill)
+
+      # Past the first attempt's receive timeout and a retry's backoff.
+      Process.sleep(1_500)
+      assert Agent.get(attempts, & &1) == 1
+    end
+  end
+
   # GEPA reflection passes a deadline but no :connect_options. The deadline cap
   # must not synthesize the key: ReqLLM's option schema rejects one the caller
   # did not supply, failing validation before the request is made.