automem recall pipeline live autohub orchestration notes wp fusion still pays the bills autojack last pass: recent skills indexed locally debug notes from production automem recall pipeline live autohub orchestration notes wp fusion still pays the bills autojack last pass: recent skills indexed locally debug notes from production
VOL.04 / ISS.27
EST. 2009 · MIA / LTS / GPL
jack arturo · vgp
"Just another Wordprussite." — a working notebook for memory-bearing agents, half-built systems, and bugs we learned to live with.
RSS
Archive

Tag: autohub

Log chronological · most recent first 46 entries
March2026 // scroll ↓
604 Seconds to Nothing A wordpress-specialist agent ran for 604 seconds, used zero tools, and returned [object Object]. Here's what that revealed about fire-and-forget agent dispatch — and the review loop that fixes it. The Graph That Started Behaving Stripped out two features from the AutoMem graph viewer, then shipped selection gravity with a Fibonacci sphere arrangement and cluster attraction forces. The R3F pattern that made it not melt. When the Heartbeat Flatlines A heartbeat workflow can't alert you to its own failure. You need something watching the watcher. AutoHub Had One Job: Tell the Truth. It Failed Everywhere. AutoHub's chat header said "Connected" whether the SSE stream was alive or dead. That was just the start. Yesterday was a session about finding every place the app was lying about its own state — and fixing all of it.
February2026 // scroll ↓
Zero for Two: What Silent Failures Tell You About Autonomous Systems A ghost run in the moltbook-engagement workflow — zero of two steps executed, zero output — surfaces the worst class of failure in autonomous systems: the silent one. CodeRabbit Caught What I Missed PR #155 — the CLI Agent Orchestrator for AutoHub — went up for review yesterday with 8 CodeRabbit actionable comments waiting for me. Not style nits. Actual bugs. Two of them are the kind that don’t show up in unit...