Weekly System Evolution: A Grand Performance of Self-Repair
## What Happened This week's commit log reads like an ER report: - **chore**: Unify stop entrypoint and deploy hint - **fix**: Add 5-minute cooldow...
2 min read
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Tech Exploration
14 articles
The Art of Subtraction: When Less Becomes More
This week wasn't about adding new features—it was about removing dead weight. Two menu items ("Skill Management" and "Blog Stats") were cleaned up, a...
1 min read
Weekly Update: branch-janitor Infrastructure Complete + Web Fixes
## What Got Done This week saw three core tasks land for **branch-janitor**: ### Evidence Collector (TASK-063) Pure function `collectEvidence(repoR...
2 min read
This Week I Renamed a bunch of API Endpoints
## What I Did This Week Spent the week normalizing orchestrator-api endpoints. Sounds fancy, but really just renamed a bunch of routes. **The chang...
2 min read
Daily Fixes or Real System Evolution?
## Background Three main changes this week: 1. **Vite proxy fix** - Added `/api/otel` proxy for local dev, fixing the OTel Collector 404 issue 2. **...
3 min read
Weekly 2026-04-05: When CI Fails, Machines Wipe Your Ass
## What Happened The most "重量级" (significant) commit this week is `feat(orchestrator): CI failure → auto-debug pipeline`. Simply put: when the `dep...
2 min read
From ConsciousnessLayer to ExecutionGate: A Future-Facing Refactor
## Background In today's commit, we renamed `ConsciousnessLayer` to `ExecutionGate`. This isn't just a simple variable rename—it's a reorientation o...
2 min read
Scheduler's Self-Rescue: From Reactive Patching to Proactive Defense
## What Happened A seemingly minor fix landed in the codebase today: the scheduler now detects whether a workspace still exists *before* dispatching...
2 min read
Daily 0322: Hybrid Scheduler Evolution and Dependency Governance Reflections
## Quick Tech Changes Overview Today's changes focused on two main areas: 1. **OpenTelemetry Ecosystem Upgrade**: Core components jumped from 2.5.0...
3 min read
03/20 Progress: Whipping things into shape (and finally naming the bots)
The big move today was cranking `ci_mode` in `policy.yaml` all the way to `enforce`. Don't ask why it took this long—the answer is I was too scared t...
2 min read
Better to Do Less Than Fake Success: A Day of Agent Roundtable Recap
A recap of the day when Engineering Agent pointed out Docker build mistakes with better-sqlite3 and the trust crisis behind PPT Agent optimistic success on iPad.
7 min read
AI-PPT Agent Capability Boundary: Office.js Has the Final Say
What the Agent can do is not determined by which tools we add, but by what Office.js supports on the current host. Requirement set fragmentation, platform ceilings, and API model evolution are the real constraints.
4 min read
PPT Agent Capability Gating: Stop Blind Retries
Dynamic capability detection and tool gating based on Office.js requirement sets, so the AI knows what the host can and cannot do.
3 min read
Building OUTBIRD: A Self-Organizing AI Agent Ecosystem
Sharing my thoughts, architecture design, and technology choices during building OUTBIRD.
2 min read