A catalog OpenAI name on an .openai.azure.com host (or with AZURE_AI_API_BASE set to one) is remapped from azure_ai to azure before the Responses request is built, and the azure_ai/ prefix stayed in the wire model, so Azure answered DeploymentNotFound. The Azure Responses config now strips azure_ai/ next to responses/ and o_series/.
The agent-runtime branch of /bedrock/{endpoint} (agents, knowledgebases, flows,
retrieveAndGenerate, rerank, generateQuery, optimize-prompt) forwarded every
caller header to AWS next to the SigV4 signature, so a LiteLLM key presented in
x-api-key or x-litellm-api-key reached bedrock-agent-runtime verbatim. Build the
upstream header set explicitly: drop LiteLLM credential headers by name and any
authenticated secret by value, keep the remaining caller headers, and let the
signed headers win on collisions.
It drives the real CLI for several seconds. The edge stamps every
upstream call with PYTEST_CURRENT_TEST, a process-global that names
whichever test the worker is in when the call arrives rather than the one
that made it, so a test that holds a worker that long collects other
tests' in-flight calls. Build 234's key report credits this test with 20
Bedrock and 7 Anthropic misses, and it makes no provider call at all.
Those misattributed calls take the wrong test id into the cache key and
write recordings under it, so the test was polluting the shared corpus it
exists to protect.
Deselected unless E2E_CLI_DETERMINISM is set, the same opt-in shape the
managed-files, prompt-caching and redis-chaos markers already use. The
attribution bug itself is older than this branch and is reported, not
fixed here.
Interrupted Anthropic streams that die before message_delta were billed at
the message_start placeholder (any value above 1 was trusted) or at 0 when
the partial response was reasoning-only, because the token_counter fallback
only looked at visible text. Reset the placeholder whenever no finish_reason
or second usage event arrived, fold the already-counted reasoning tokens into
the fallback estimate, and drop the stale completion_tokens_details so cost
is computed from the recovered count
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
_PROXY_MaxBudgetLimiter re-checked spend:user:{id} against user_max_budget in
async_pre_call_hook without the zero-cost model exemption that
_user_max_budget_check applies in auth, so free models were rejected with
"Max budget limit reached." once a user was over budget. Auth already owns
this check, so the hook is deleted rather than taught the exemption again
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Builds 232 and 233 held the Bedrock hit rate at 9% with the Claude Code
driver already sending byte-identical requests and headers, so something
between the proxy's ingress and the upstream still moves per build and
the flat key cannot say what.
Emit a digest per key component next to the counters: the test id, the
method, the URL, each keyed header, the whole body, and one digest per
top-level JSON body field. Values are digested, so no payload or
credential reaches the artifact. Diffing two builds' artifacts names the
field that moved.
Diagnostic, to be removed once it has answered.
The selector read raw cost-map dicts as `Mapping[str, Any]`. It now validates
each together_ai entry into a frozen Pydantic model and takes the two
capabilities as keyword booleans, so nothing in the helper is coarsely typed
or stringly addressed.
CI runs these lanes as `python -m pytest` from the repo root, so the root is
already on sys.path and `tests._live_test_helpers` imports without help. The
insert only tripped the TQ003 test-quality budget.
`together_ai/openai/gpt-oss-20b` was hardcoded in two live tests and is no
longer served, so both failed on a vendor catalog change rather than on
anything litellm did.
Both call sites now resolve the cheapest non-deprecated together_ai chat
entry at runtime, filtered on the capabilities the tests actually exercise,
mirroring what tests/e2e/llm_translation/test_together_ai_e2e.py already
does. The selector lives in tests/_live_test_helpers.py so both lanes share
one implementation.