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Goal Add an enforceable rule so browser adapter code does not reintroduce high-level integrations such as MCP, plugins, OAuth/provider adapters, or connector runtimes as first-class apps/web modules. ...

Problem The block-rendering work introduced duplicated UI primitives across the two rendering substrates (components/blocks/* for views and components/canvas/blocks/artifacts/* for agent canvas output). ...
enhancement

Problem Where bindings live within a block (the per-block-kind binding slot shape) is encoded independently in at least three places, with no shared spec forcing them to agree: 1. View validation — ...
agent
enhancement

Problem Two related stale-after-write / wasted-work caching issues in the files/views/research stack. 1. Backend _invalidate(slug) ignores its slug and wipes the whole cache # backend/app/lib/files/views.py:259 ...
agent
performance

Purpose Introduce an optional Coordinator role for Agent Foundry agent orchestration without weakening the existing simple multi-agent workflow. Coordinator is intended to own operational coherence and ...
area:adapters
area:core
area:runtime
risk:high
stage:AF-10
type:epic

Context #2623 wired /api/scout/suggest to the live adapter seam behind explicit mock/test gates. The next useful batch is to prepare the provider transport layer and local-only smoke harness so we can ...
safety
scout
tech

Why cad.execute_build123d relies on agent-authored code setting .label on each part and combining parts with Compound(children=[...]). However, build123d boolean operations (+, -), ShapeList results, ...

Hi @chris-ray,I m Jacob. Came across your GitHub and enjoyed checking out some of your work. I m a software engineer focused on AI, full-stack, and cloud, and I ve been looking to connect with other builder ...

CI Failure Workflow Release Publish failed and could not be auto-healed. - Run: https://github.com/jclee941/resume/actions/runs/27661579453 - Branch: master
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