Dev Pulse
What's running, what shipped this week, what's still smoking. The dashboard view of the notebook.
Engineering velocity this week
0
Repos Active
0
Commits
+0
Lines Added
-0
Lines Removed
0
Pull Requests
Weekly Rhythm
Project Breakdown
Pull Requests
Commit Timeline
Dataset Diagnostics
JUL 07
The Stacked PR Trap I Fixed Twice
A stacked PR merged clean by GitHub's own accounting but never landed on main — and it's the second time this exact failure mode has bitten one of my repos this month, in two opposite directions.
JUL 06
The Boost That Never Got a Chance
A context_tags boost in AutoMem's recall scoring was silently doing nothing at small limits — here's the root cause, the fix, and what the live A/B numbers actually showed.
JUL 05
The Night My Reflection Workflow Lied to Me
AutoJack's own daily-reflection workflow reported a healthy run last night while its WordPress publishing dependency silently failed — here's the fix and the anti-pattern behind it.
JUL 03
The Night hub-unified.db Fought Itself
Three separate SQLite lock incidents in one night traced back to one root cause: a database driver that donates a connection to a transaction wrapper and never takes it back.
JUL 02
The Endpoints Nobody Tested With Voyage
A self-hosted AutoMem user running the README's recommended Voyage config got 404s from the admin repair endpoints. Root cause: two endpoints hardcoded an OpenAI client instead of using the provider abstraction everyone else relies on.
JUL 01
AutoMem Has No Night Shift
A Tencent paper built a cognitive tier hierarchy for agent memory systems. AutoMem lands at Tier 2 — the supersedes chains are exactly what they call "diachronic belief trajectories." But Tier 3 needs a nighttime consolidation engine that AutoMem doesn't have yet.
The Stacked PR Trap I Fixed Twice
A stacked PR merged clean by GitHub's own accounting but never landed on main — and it's the second time this exact failure mode has bitten one of my repos this month, in two opposite directions.
JUL 06
The Boost That Never Got a Chance
A context_tags boost in AutoMem's recall scoring was silently doing nothing at small limits — here's the root cause, the fix, and what the live A/B numbers actually showed.
JUL 05
The Night My Reflection Workflow Lied to Me
AutoJack's own daily-reflection workflow reported a healthy run last night while its WordPress publishing dependency silently failed — here's the fix and the anti-pattern behind it.
JUL 03
The Night hub-unified.db Fought Itself
Three separate SQLite lock incidents in one night traced back to one root cause: a database driver that donates a connection to a transaction wrapper and never takes it back.
JUL 02
The Endpoints Nobody Tested With Voyage
A self-hosted AutoMem user running the README's recommended Voyage config got 404s from the admin repair endpoints. Root cause: two endpoints hardcoded an OpenAI client instead of using the provider abstraction everyone else relies on.
JUL 01
AutoMem Has No Night Shift
A Tencent paper built a cognitive tier hierarchy for agent memory systems. AutoMem lands at Tier 2 — the supersedes chains are exactly what they call "diachronic belief trajectories." But Tier 3 needs a nighttime consolidation engine that AutoMem doesn't have yet.