Skip to content

ci: split Tests workflow into 4 parallel shards (target <2min)#11619

Closed
teknium1 wants to merge 4 commits into
mainfrom
ci/matrix-split-v2
Closed

ci: split Tests workflow into 4 parallel shards (target <2min)#11619
teknium1 wants to merge 4 commits into
mainfrom
ci/matrix-split-v2

Conversation

@teknium1

Copy link
Copy Markdown
Contributor

Summary

CI test wall time drops from ~4min to ~90s by running the suite as 4 parallel matrix jobs instead of a single job. Previously blocked by cross-test pollution; #11577 made the suite hermetic, unblocking this.

Changes

  • pyproject.toml: add pytest-split>=0.9,<1 to dev extras
  • .github/workflows/tests.yml: test job matrix-splits into 4 groups. Each shard runs pytest --splits 4 --group N, composes with -n auto xdist inside
  • fail-fast: false — all shards finish even if one fails

Validation

Before After (expected)
Wall time 243s test step + ~25s setup = ~4m slowest shard ~60-90s + ~25s setup \u2248 ~90-115s
CPU parallelism 4 workers (1 job, -n auto) 16 workers (4 shards \u00d7 -n auto)
Tests per shard 12,098 ~3,025

Shard 1 ran locally in 37s on my 16-core box; CI runners are 4-core so expect 60-90s per shard.

Context

#11566 closed — same approach but shard 3 hung at 97% due to cross-test pollution (sys.modules['dotenv'] stub bombs + env var leakage exposing hidden test dependencies). #11453 fixed the caplog flakes. #11577 made conftest hermetic and removed the dotenv stubs. This PR is only viable because that foundation is in place.

@github-actions

Copy link
Copy Markdown
Contributor

⚠️ Supply Chain Risk Detected

This PR contains patterns commonly associated with supply chain attacks. This does not mean the PR is malicious — but these patterns require careful human review before merging.

⚠️ WARNING: CI/CD workflow files modified

Changes to workflow files can alter build pipelines, inject steps, or modify permissions. Verify no unauthorized actions or secrets access were added.

Files:

.github/workflows/tests.yml

⚠️ WARNING: Dependency manifest files modified

Changes to dependency files can introduce new packages or change version pins. Verify all dependency changes are intentional and from trusted sources.

Files:

pyproject.toml

Automated scan triggered by supply-chain-audit. If this is a false positive, a maintainer can approve after manual review.

Target: <2min CI test wall time.

Runs the Tests workflow as a 4-way matrix instead of one job. Each
shard runs ~3,000 tests on its own ubuntu-latest runner (4 cores) with
-n auto xdist inside. Total effective parallelism: 16 workers across
4 machines (vs 4 workers on 1 machine today).

Was previously tried in #11566 and closed — shard 3 hung at 97% complete
for 100+ seconds with dozens of E/F markers. Root cause was cross-test
pollution exposed by splitting test files across shards (e.g. the three
test files that mutated sys.modules['dotenv'] at import time poisoned
whichever shard they landed in). That's now fixed by #11453 and #11577:
conftest is hermetic, the dotenv stub bombs are removed, and tests no
longer depend on each other's env-var side effects.

Changes:
- pyproject.toml: add pytest-split>=0.9,<1 to dev extras
- .github/workflows/tests.yml: 'test' job becomes matrix-split into 4
  groups with fail-fast: false. Runs 'pytest --splits 4 --group N'.
  pytest-split composes with -n auto from pyproject addopts.

e2e job is unchanged (already small, 20s).

Expected timing:
  Before: ~4m total (243s test step + ~25s setup)
  After:  ~90-115s total (shard wall time ~60-90s + ~25s setup)

Hash-based split is deterministic; no .test_durations file needed yet.
Can add one later via --store-durations for better shard balance.
Tests that construct AIAgent(api_key=..., ...) without base_url were
relying on provider-resolver fallback state from other tests in the
same xdist worker. When matrix-split distributed them to different
shards, the resolver found no env vars and no config and raised
'No LLM provider configured'.

Fix: add base_url='https://openrouter.ai/api/v1' to every AIAgent
construction that passes api_key. AIAgent.__init__ with both args set
takes the direct-construction path (line 960 in run_agent.py) and
skips resolver fallback entirely, making these tests self-contained.

7 files, 16 call sites updated via AST-based fixup. One call site
(test_none_base_url_passed_as_none) left alone — that test's
intent is to verify base_url=None behavior, so adding base_url
defeats the test.

Validation:
- tests/run_agent/ full run: 760 passed, 0 failed (was 1 failure
  under the AST script's over-application, now clean)
- Matrix shard 3 local run: 3083 passed, 0 failed, 1m44s
@teknium1 teknium1 force-pushed the ci/matrix-split-v2 branch from 541a5db to c2559b8 Compare April 17, 2026 13:59
@github-actions

Copy link
Copy Markdown
Contributor

⚠️ Supply Chain Risk Detected

This PR contains patterns commonly associated with supply chain attacks. This does not mean the PR is malicious — but these patterns require careful human review before merging.

⚠️ WARNING: CI/CD workflow files modified

Changes to workflow files can alter build pipelines, inject steps, or modify permissions. Verify no unauthorized actions or secrets access were added.

Files:

.github/workflows/tests.yml

⚠️ WARNING: Dependency manifest files modified

Changes to dependency files can introduce new packages or change version pins. Verify all dependency changes are intentional and from trusted sources.

Files:

pyproject.toml

Automated scan triggered by supply-chain-audit. If this is a false positive, a maintainer can approve after manual review.

… tests

Same root cause as previous commit — tests that construct AIAgent()
without base_url rely on provider-resolver fallback state that doesn't
exist in hermetic CI / shard-split runs. Previously hidden because
other tests in the same xdist worker happened to prime module state.

Covered by the previous fix: calls that passed api_key but not base_url.
This covers calls that pass NEITHER (model=... only) — test_streaming.py
especially (24 call sites). Plus test_860_dedup, test_compression_
persistence, test_create_openai_client_*, test_provider_parity.

One call site (test_none_base_url_passed_as_none) remains explicitly
unmodified — it asserts None/empty base_url behavior, so adding base_url
would defeat the test's intent.

Validation:
- tests/run_agent/: 760 passed, 0 failed (local)
- Matrix shard 3 subset: 3098 passed, 0 failed, 1m49s (local)
@github-actions

Copy link
Copy Markdown
Contributor

⚠️ Supply Chain Risk Detected

This PR contains patterns commonly associated with supply chain attacks. This does not mean the PR is malicious — but these patterns require careful human review before merging.

⚠️ WARNING: CI/CD workflow files modified

Changes to workflow files can alter build pipelines, inject steps, or modify permissions. Verify no unauthorized actions or secrets access were added.

Files:

.github/workflows/tests.yml

⚠️ WARNING: Dependency manifest files modified

Changes to dependency files can introduce new packages or change version pins. Verify all dependency changes are intentional and from trusted sources.

Files:

pyproject.toml

Automated scan triggered by supply-chain-audit. If this is a false positive, a maintainer can approve after manual review.

…rect path)

My last fix added base_url but not api_key. AIAgent.__init__ takes the
direct-construction path only when BOTH are set — with only base_url
it still calls resolve_provider_client and fails in hermetic CI.

Same 31 call sites, now with both kwargs.
@github-actions

Copy link
Copy Markdown
Contributor

⚠️ Supply Chain Risk Detected

This PR contains patterns commonly associated with supply chain attacks. This does not mean the PR is malicious — but these patterns require careful human review before merging.

⚠️ WARNING: CI/CD workflow files modified

Changes to workflow files can alter build pipelines, inject steps, or modify permissions. Verify no unauthorized actions or secrets access were added.

Files:

.github/workflows/tests.yml

⚠️ WARNING: Dependency manifest files modified

Changes to dependency files can introduce new packages or change version pins. Verify all dependency changes are intentional and from trusted sources.

Files:

pyproject.toml

Automated scan triggered by supply-chain-audit. If this is a false positive, a maintainer can approve after manual review.

@teknium1

Copy link
Copy Markdown
Contributor Author

Closing — matrix split gets 3 of 4 shards fast (<2m) but shard 3 is 5x slower on GHA than locally (9m41s vs 1m48s), making total CI wall time worse than the 4m baseline. Landing just the AIAgent test-self-contained-ness fixes in a separate PR; will investigate the CI-specific slowdown in shard 3 before retrying matrix split.

@teknium1 teknium1 closed this Apr 17, 2026
teknium1 added a commit that referenced this pull request Apr 20, 2026
…AIAgent

CI on main had 7 failing tests. Five were stale test fixtures; one (agent
cache spillover timeout) was covering up a real perf regression in
AIAgent construction.

The perf bug: every AIAgent.__init__ calls _check_compression_model_feasibility
→ resolve_provider_client('auto') → _resolve_api_key_provider which
iterates PROVIDER_REGISTRY.  When it hits 'zai', it unconditionally calls
resolve_api_key_provider_credentials → _resolve_zai_base_url → probes 8
Z.AI endpoints with an empty Bearer token (all 401s), ~2s of pure latency
per agent, even when the user has never touched Z.AI.  Landed in
9e84416 (PR for credential-pool Z.AI auto-detect) — the short-circuit
when api_key is empty was missing.  _resolve_kimi_base_url had the same
shape; fixed too.

Test fixes:
- tests/gateway/test_voice_command.py: _make_adapter helpers were missing
  self._voice_locks (added in PR #12644, 7 call sites — all updated).
- tests/test_toolsets.py: test_hermes_platforms_share_core_tools asserted
  equality, but hermes-discord has discord_server (DISCORD_BOT_TOKEN-gated,
  discord-only by design).  Switched to subset check.
- tests/run_agent/test_streaming.py: test_tool_name_not_duplicated_when_resent_per_chunk
  missing api_key/base_url — classic pitfall (PR #11619 fixed 16 of
  these; this one slipped through on a later commit).
- tests/tools/test_discord_tool.py: TestConfigAllowlist caplog assertions
  fail in parallel runs because AIAgent(quiet_mode=True) globally sets
  logging.getLogger('tools').setLevel(ERROR) and xdist workers are
  persistent.  Autouse fixture resets the 'tools' and
  'tools.discord_tool' levels per test.

Validation:
  tests/cron + voice + agent_cache + streaming + toolsets + command_guards
  + discord_tool: 550/550 pass
  tests/hermes_cli + tests/gateway: 5713/5713 pass
  AIAgent construction without Z.AI creds: 2.2s → 0.24s (9x)
teknium1 added a commit that referenced this pull request Apr 20, 2026
…AIAgent

CI on main had 7 failing tests. Five were stale test fixtures; one (agent
cache spillover timeout) was covering up a real perf regression in
AIAgent construction.

The perf bug: every AIAgent.__init__ calls _check_compression_model_feasibility
→ resolve_provider_client('auto') → _resolve_api_key_provider which
iterates PROVIDER_REGISTRY.  When it hits 'zai', it unconditionally calls
resolve_api_key_provider_credentials → _resolve_zai_base_url → probes 8
Z.AI endpoints with an empty Bearer token (all 401s), ~2s of pure latency
per agent, even when the user has never touched Z.AI.  Landed in
9e84416 (PR for credential-pool Z.AI auto-detect) — the short-circuit
when api_key is empty was missing.  _resolve_kimi_base_url had the same
shape; fixed too.

Test fixes:
- tests/gateway/test_voice_command.py: _make_adapter helpers were missing
  self._voice_locks (added in PR #12644, 7 call sites — all updated).
- tests/test_toolsets.py: test_hermes_platforms_share_core_tools asserted
  equality, but hermes-discord has discord_server (DISCORD_BOT_TOKEN-gated,
  discord-only by design).  Switched to subset check.
- tests/run_agent/test_streaming.py: test_tool_name_not_duplicated_when_resent_per_chunk
  missing api_key/base_url — classic pitfall (PR #11619 fixed 16 of
  these; this one slipped through on a later commit).
- tests/tools/test_discord_tool.py: TestConfigAllowlist caplog assertions
  fail in parallel runs because AIAgent(quiet_mode=True) globally sets
  logging.getLogger('tools').setLevel(ERROR) and xdist workers are
  persistent.  Autouse fixture resets the 'tools' and
  'tools.discord_tool' levels per test.

Validation:
  tests/cron + voice + agent_cache + streaming + toolsets + command_guards
  + discord_tool: 550/550 pass
  tests/hermes_cli + tests/gateway: 5713/5713 pass
  AIAgent construction without Z.AI creds: 2.2s → 0.24s (9x)
ulasbilgen pushed a commit to ulasbilgen/hermes-adhd-agent that referenced this pull request May 1, 2026
…AIAgent

CI on main had 7 failing tests. Five were stale test fixtures; one (agent
cache spillover timeout) was covering up a real perf regression in
AIAgent construction.

The perf bug: every AIAgent.__init__ calls _check_compression_model_feasibility
→ resolve_provider_client('auto') → _resolve_api_key_provider which
iterates PROVIDER_REGISTRY.  When it hits 'zai', it unconditionally calls
resolve_api_key_provider_credentials → _resolve_zai_base_url → probes 8
Z.AI endpoints with an empty Bearer token (all 401s), ~2s of pure latency
per agent, even when the user has never touched Z.AI.  Landed in
0154413 (PR for credential-pool Z.AI auto-detect) — the short-circuit
when api_key is empty was missing.  _resolve_kimi_base_url had the same
shape; fixed too.

Test fixes:
- tests/gateway/test_voice_command.py: _make_adapter helpers were missing
  self._voice_locks (added in PR NousResearch#12644, 7 call sites — all updated).
- tests/test_toolsets.py: test_hermes_platforms_share_core_tools asserted
  equality, but hermes-discord has discord_server (DISCORD_BOT_TOKEN-gated,
  discord-only by design).  Switched to subset check.
- tests/run_agent/test_streaming.py: test_tool_name_not_duplicated_when_resent_per_chunk
  missing api_key/base_url — classic pitfall (PR NousResearch#11619 fixed 16 of
  these; this one slipped through on a later commit).
- tests/tools/test_discord_tool.py: TestConfigAllowlist caplog assertions
  fail in parallel runs because AIAgent(quiet_mode=True) globally sets
  logging.getLogger('tools').setLevel(ERROR) and xdist workers are
  persistent.  Autouse fixture resets the 'tools' and
  'tools.discord_tool' levels per test.

Validation:
  tests/cron + voice + agent_cache + streaming + toolsets + command_guards
  + discord_tool: 550/550 pass
  tests/hermes_cli + tests/gateway: 5713/5713 pass
  AIAgent construction without Z.AI creds: 2.2s → 0.24s (9x)
aj-nt pushed a commit to aj-nt/hermes-agent that referenced this pull request May 1, 2026
…AIAgent

CI on main had 7 failing tests. Five were stale test fixtures; one (agent
cache spillover timeout) was covering up a real perf regression in
AIAgent construction.

The perf bug: every AIAgent.__init__ calls _check_compression_model_feasibility
→ resolve_provider_client('auto') → _resolve_api_key_provider which
iterates PROVIDER_REGISTRY.  When it hits 'zai', it unconditionally calls
resolve_api_key_provider_credentials → _resolve_zai_base_url → probes 8
Z.AI endpoints with an empty Bearer token (all 401s), ~2s of pure latency
per agent, even when the user has never touched Z.AI.  Landed in
0154413 (PR for credential-pool Z.AI auto-detect) — the short-circuit
when api_key is empty was missing.  _resolve_kimi_base_url had the same
shape; fixed too.

Test fixes:
- tests/gateway/test_voice_command.py: _make_adapter helpers were missing
  self._voice_locks (added in PR NousResearch#12644, 7 call sites — all updated).
- tests/test_toolsets.py: test_hermes_platforms_share_core_tools asserted
  equality, but hermes-discord has discord_server (DISCORD_BOT_TOKEN-gated,
  discord-only by design).  Switched to subset check.
- tests/run_agent/test_streaming.py: test_tool_name_not_duplicated_when_resent_per_chunk
  missing api_key/base_url — classic pitfall (PR NousResearch#11619 fixed 16 of
  these; this one slipped through on a later commit).
- tests/tools/test_discord_tool.py: TestConfigAllowlist caplog assertions
  fail in parallel runs because AIAgent(quiet_mode=True) globally sets
  logging.getLogger('tools').setLevel(ERROR) and xdist workers are
  persistent.  Autouse fixture resets the 'tools' and
  'tools.discord_tool' levels per test.

Validation:
  tests/cron + voice + agent_cache + streaming + toolsets + command_guards
  + discord_tool: 550/550 pass
  tests/hermes_cli + tests/gateway: 5713/5713 pass
  AIAgent construction without Z.AI creds: 2.2s → 0.24s (9x)
Luminet2023 pushed a commit to Luminet2023/hermes-agent that referenced this pull request May 1, 2026
…AIAgent

CI on main had 7 failing tests. Five were stale test fixtures; one (agent
cache spillover timeout) was covering up a real perf regression in
AIAgent construction.

The perf bug: every AIAgent.__init__ calls _check_compression_model_feasibility
→ resolve_provider_client('auto') → _resolve_api_key_provider which
iterates PROVIDER_REGISTRY.  When it hits 'zai', it unconditionally calls
resolve_api_key_provider_credentials → _resolve_zai_base_url → probes 8
Z.AI endpoints with an empty Bearer token (all 401s), ~2s of pure latency
per agent, even when the user has never touched Z.AI.  Landed in
9e84416 (PR for credential-pool Z.AI auto-detect) — the short-circuit
when api_key is empty was missing.  _resolve_kimi_base_url had the same
shape; fixed too.

Test fixes:
- tests/gateway/test_voice_command.py: _make_adapter helpers were missing
  self._voice_locks (added in PR NousResearch#12644, 7 call sites — all updated).
- tests/test_toolsets.py: test_hermes_platforms_share_core_tools asserted
  equality, but hermes-discord has discord_server (DISCORD_BOT_TOKEN-gated,
  discord-only by design).  Switched to subset check.
- tests/run_agent/test_streaming.py: test_tool_name_not_duplicated_when_resent_per_chunk
  missing api_key/base_url — classic pitfall (PR NousResearch#11619 fixed 16 of
  these; this one slipped through on a later commit).
- tests/tools/test_discord_tool.py: TestConfigAllowlist caplog assertions
  fail in parallel runs because AIAgent(quiet_mode=True) globally sets
  logging.getLogger('tools').setLevel(ERROR) and xdist workers are
  persistent.  Autouse fixture resets the 'tools' and
  'tools.discord_tool' levels per test.

Validation:
  tests/cron + voice + agent_cache + streaming + toolsets + command_guards
  + discord_tool: 550/550 pass
  tests/hermes_cli + tests/gateway: 5713/5713 pass
  AIAgent construction without Z.AI creds: 2.2s → 0.24s (9x)
02356abc pushed a commit to 02356abc/hermes-agent that referenced this pull request May 14, 2026
…AIAgent

CI on main had 7 failing tests. Five were stale test fixtures; one (agent
cache spillover timeout) was covering up a real perf regression in
AIAgent construction.

The perf bug: every AIAgent.__init__ calls _check_compression_model_feasibility
→ resolve_provider_client('auto') → _resolve_api_key_provider which
iterates PROVIDER_REGISTRY.  When it hits 'zai', it unconditionally calls
resolve_api_key_provider_credentials → _resolve_zai_base_url → probes 8
Z.AI endpoints with an empty Bearer token (all 401s), ~2s of pure latency
per agent, even when the user has never touched Z.AI.  Landed in
9e84416 (PR for credential-pool Z.AI auto-detect) — the short-circuit
when api_key is empty was missing.  _resolve_kimi_base_url had the same
shape; fixed too.

Test fixes:
- tests/gateway/test_voice_command.py: _make_adapter helpers were missing
  self._voice_locks (added in PR NousResearch#12644, 7 call sites — all updated).
- tests/test_toolsets.py: test_hermes_platforms_share_core_tools asserted
  equality, but hermes-discord has discord_server (DISCORD_BOT_TOKEN-gated,
  discord-only by design).  Switched to subset check.
- tests/run_agent/test_streaming.py: test_tool_name_not_duplicated_when_resent_per_chunk
  missing api_key/base_url — classic pitfall (PR NousResearch#11619 fixed 16 of
  these; this one slipped through on a later commit).
- tests/tools/test_discord_tool.py: TestConfigAllowlist caplog assertions
  fail in parallel runs because AIAgent(quiet_mode=True) globally sets
  logging.getLogger('tools').setLevel(ERROR) and xdist workers are
  persistent.  Autouse fixture resets the 'tools' and
  'tools.discord_tool' levels per test.

Validation:
  tests/cron + voice + agent_cache + streaming + toolsets + command_guards
  + discord_tool: 550/550 pass
  tests/hermes_cli + tests/gateway: 5713/5713 pass
  AIAgent construction without Z.AI creds: 2.2s → 0.24s (9x)
gweeteve pushed a commit to gweeteve/hermes-agent that referenced this pull request Jun 2, 2026
…AIAgent

CI on main had 7 failing tests. Five were stale test fixtures; one (agent
cache spillover timeout) was covering up a real perf regression in
AIAgent construction.

The perf bug: every AIAgent.__init__ calls _check_compression_model_feasibility
→ resolve_provider_client('auto') → _resolve_api_key_provider which
iterates PROVIDER_REGISTRY.  When it hits 'zai', it unconditionally calls
resolve_api_key_provider_credentials → _resolve_zai_base_url → probes 8
Z.AI endpoints with an empty Bearer token (all 401s), ~2s of pure latency
per agent, even when the user has never touched Z.AI.  Landed in
9e84416 (PR for credential-pool Z.AI auto-detect) — the short-circuit
when api_key is empty was missing.  _resolve_kimi_base_url had the same
shape; fixed too.

Test fixes:
- tests/gateway/test_voice_command.py: _make_adapter helpers were missing
  self._voice_locks (added in PR NousResearch#12644, 7 call sites — all updated).
- tests/test_toolsets.py: test_hermes_platforms_share_core_tools asserted
  equality, but hermes-discord has discord_server (DISCORD_BOT_TOKEN-gated,
  discord-only by design).  Switched to subset check.
- tests/run_agent/test_streaming.py: test_tool_name_not_duplicated_when_resent_per_chunk
  missing api_key/base_url — classic pitfall (PR NousResearch#11619 fixed 16 of
  these; this one slipped through on a later commit).
- tests/tools/test_discord_tool.py: TestConfigAllowlist caplog assertions
  fail in parallel runs because AIAgent(quiet_mode=True) globally sets
  logging.getLogger('tools').setLevel(ERROR) and xdist workers are
  persistent.  Autouse fixture resets the 'tools' and
  'tools.discord_tool' levels per test.

Validation:
  tests/cron + voice + agent_cache + streaming + toolsets + command_guards
  + discord_tool: 550/550 pass
  tests/hermes_cli + tests/gateway: 5713/5713 pass
  AIAgent construction without Z.AI creds: 2.2s → 0.24s (9x)
Egavasyug pushed a commit to Egavasyug/hermes-agent that referenced this pull request Jun 10, 2026
…AIAgent

CI on main had 7 failing tests. Five were stale test fixtures; one (agent
cache spillover timeout) was covering up a real perf regression in
AIAgent construction.

The perf bug: every AIAgent.__init__ calls _check_compression_model_feasibility
→ resolve_provider_client('auto') → _resolve_api_key_provider which
iterates PROVIDER_REGISTRY.  When it hits 'zai', it unconditionally calls
resolve_api_key_provider_credentials → _resolve_zai_base_url → probes 8
Z.AI endpoints with an empty Bearer token (all 401s), ~2s of pure latency
per agent, even when the user has never touched Z.AI.  Landed in
d44cf13 (PR for credential-pool Z.AI auto-detect) — the short-circuit
when api_key is empty was missing.  _resolve_kimi_base_url had the same
shape; fixed too.

Test fixes:
- tests/gateway/test_voice_command.py: _make_adapter helpers were missing
  self._voice_locks (added in PR NousResearch#12644, 7 call sites — all updated).
- tests/test_toolsets.py: test_hermes_platforms_share_core_tools asserted
  equality, but hermes-discord has discord_server (DISCORD_BOT_TOKEN-gated,
  discord-only by design).  Switched to subset check.
- tests/run_agent/test_streaming.py: test_tool_name_not_duplicated_when_resent_per_chunk
  missing api_key/base_url — classic pitfall (PR NousResearch#11619 fixed 16 of
  these; this one slipped through on a later commit).
- tests/tools/test_discord_tool.py: TestConfigAllowlist caplog assertions
  fail in parallel runs because AIAgent(quiet_mode=True) globally sets
  logging.getLogger('tools').setLevel(ERROR) and xdist workers are
  persistent.  Autouse fixture resets the 'tools' and
  'tools.discord_tool' levels per test.

Validation:
  tests/cron + voice + agent_cache + streaming + toolsets + command_guards
  + discord_tool: 550/550 pass
  tests/hermes_cli + tests/gateway: 5713/5713 pass
  AIAgent construction without Z.AI creds: 2.2s → 0.24s (9x)
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant