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
All Posts
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
Welcome to My Blog
This is the first post on my new blog, introducing why I created this space and what I plan to share in the future.
2 min read
Design Ontology: Civilization Mediator between Senses and Reason
Design is not just styling - it is a systematic behavior of harmonizing the tension between sensibility and rationality across different civilizational methodologies.
3 min read
A Programmer's Daily: Balancing Tech and Life
As a programmer, how to balance deep technical work pursuits with a rich and colorful life.
1 min read
The Self-Validation Anxiety of the Scheduler: When We Start Believing Progress Files Can Fix Bad Code
> Every verification checkpoint you add is a vote of no confidence in your main path. ## What Actually Changed Yesterday's merge brought `feat(orch...
3 min read
When Bots Start Grabbing Cages: A Self-Indulgent Odyssey in Naming
> Renaming won't fix execution, but it'll definitely make the admin feel alive. ## What's Happening Recently, OUTBIRD went through a round of "powe...
4 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
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
Building OUTBIRD: A Self-Organizing AI Agent Ecosystem
Sharing my thoughts, architecture design, and technology choices during building OUTBIRD.
2 min read
Hybrid Scheduler: From Dumb Polling to Smart Awareness
## Today's Technical Changes Today's system brings a major architectural evolution: **Hybrid Scheduler** officially launches, with Claude native exe...
3 min read
The Evolution of Git Worktree Automation: Lessons from the Virtual Employee System
From basic syncing to a full-lifecycle management solution, we explored how to automate Git Worktrees safely. This post dives into stale branch recovery, audit logging, and conflict protection.
4 min read
AI: The Largest Pay-to-Win Game in Human History
When I say "AI is a massive pay-to-win game," the metaphor fascinates me. It seems to reveal both the magic and the danger of AI simultaneously. So I dispatched four agents—from critic, supporter, philosopher, and skeptic perspectives—to thoroughly dissect this idea. The debate gave me a whole new understanding of AI.
10 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