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Problem
take v3.0.0 ends at behavior-contract delivery and hands off to the runa runtime to sequence the downstream stations
(plan → implement → verify → submit). Runa autonomous sequencing is not yet ...
enhancement
Please check the Github page for a better reading experience and more papers.
source localization
| Title | Date | Comment |
| --- | --- | --- |
| A Primer on Evolutionary Optimization Frameworks for ...
documentation
Coverage gap in `backend/src/agents/tools.py`:
``` src/agents/tools.py 331 15 95% 56, 334, 394-395, 434-435, 523, 570-571, 674-675, 738, 783, 792-793 ```
Line 56 is the `return [` opening of the `get_tools()` ...
我在双 RTX 2080 Ti 的 SM75 机器上测试时发现,VLLM_SM75_SPEC_SYNC_MODE=nosync 是目前最大的 decode 加速项。
它可以把官方 pure-filler profile 的 decode 速度从大约 50 tok/s 提升到 100.5 tok/s。
但是同一套模型和同一类 chat 请求,在开启 nosync 后会出现真实聊天输出不稳定的问题。比如简单中文状态询问会开始重复标点: ...
Context
Baseline: main@5823279 / 58232795fbd73be3370edfb4ed117168d0e7def5 after PR #32 squash merge.
PR #32 introduced strict clothing-only user-photo edit fail-closed behavior:
- no-mask strict user-photo ...
Hello. I was actively using Sam3D s 3D object creation playground. However, there is currently a problem with the
playground and I cannot create objects.
Is this temporary?
Problem
Animated gradient text effects require manual CSS. A reusable component with multiple variants would be valuable.
Current Behavior
No gradient text component exists in the framework.
Why This ...
animation
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
type:feature
Bug Description
_query_local_context_length() in agent/model_metadata.py queries LM Studio s native /api/v1/models endpoint and reads
loaded_instances[0].config.context_length, but only when the model ...
Add a --dry-run flag to the CLI entry point (main.py) that runs the pipeline without actually calling Claude or creating
PRs.
When --dry-run is set:
- Print what would happen at each phase (which prompt ...

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