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Replace monkey-patching of train._make_llm_client with dependency injection

Status: Open.

#64 In aganthos/clawloop;

· dantp-ai opened on Jun 10, 2026

Move dry_run_role off public LLMClientConfig schema

Status: Open.

#63 In aganthos/clawloop;

· dantp-ai opened on Jun 10, 2026

Error taxonomy: shared vocabulary for agent failures

help wantedExtra attention is neededExtra attention is needed

roadmapFuture direction; not a launch blockerFuture direction; not a launch blocker

Status: Open.

#57 In aganthos/clawloop;

· bordeauxred opened on Apr 19, 2026

Research direction: HyperEnv - Environment and curriculum synthesis from captured traces

roadmapFuture direction; not a launch blockerFuture direction; not a launch blocker

Status: Open.

#55 In aganthos/clawloop;

· bordeauxred opened on Apr 19, 2026

Research direction: HyperLearn for learner tuning

roadmapFuture direction; not a launch blockerFuture direction; not a launch blocker

Status: Open.

#54 In aganthos/clawloop;

· bordeauxred opened on Apr 19, 2026

Benchmark adapters (umbrella): SWE-bench, WebArena, GAIA, AgentBench, BrowseComp

enhancementNew feature or requestNew feature or request

roadmapFuture direction; not a launch blockerFuture direction; not a launch blocker

Status: Open.

#53 In aganthos/clawloop;

· bordeauxred opened on Apr 19, 2026

Observability integrations (umbrella): W&B, MLflow, Langfuse, OpenTelemetry, Phoenix

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

roadmapFuture direction; not a launch blockerFuture direction; not a launch blocker

Status: Open.

#52 In aganthos/clawloop;

· bordeauxred opened on Apr 19, 2026

Reintroduce clawloop run as a TrainConfig wrapper

enhancementNew feature or requestNew feature or request

Status: Open.

#50 In aganthos/clawloop;

· bordeauxred opened on Apr 19, 2026

Docs: privacy & redaction of traces and tool calls

ai_tinker_launchAI Tinkerers newsletter launch readinessAI Tinkerers newsletter launch readiness

documentationImprovements or additions to documentationImprovements or additions to documentation

roadmapFuture direction; not a launch blockerFuture direction; not a launch blocker

Status: Open.

#42 In aganthos/clawloop;

· bordeauxred opened on Apr 19, 2026

Roadmap (umbrella): mode='full', router productionization, weights hardening, ProblemEnv abstraction

ai_tinker_launchAI Tinkerers newsletter launch readinessAI Tinkerers newsletter launch readiness

roadmapFuture direction; not a launch blockerFuture direction; not a launch blocker

Status: Open.

#41 In aganthos/clawloop;

· bordeauxred opened on Apr 19, 2026

Refactor: split monolithic learning_layers/harness.py and resolve core->layers import inversion

refactorInternal restructuring, no behavior changeInternal restructuring, no behavior change

Status: Open.

#38 In aganthos/clawloop;

· bordeauxred opened on Apr 19, 2026

Add 1280x640 social preview PNG and upload to repo settings

ai_tinker_launchAI Tinkerers newsletter launch readinessAI Tinkerers newsletter launch readiness

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

Status: Open.

#37 In aganthos/clawloop;

· bordeauxred opened on Apr 19, 2026