aiBACKGROUND

llms are function aggregators. they don't follow tasks, they just point. the thi

BACKGROUND

1 SIGNALFIRST DETECTED 30 March 2026

Narrative synthesis pending — 1 signal collected.

How the story developed

30 Mar

llms are function aggregators. they don't follow tasks, they just point. the thing that actually carries the work is your task scheduler. and right now openclaw is literally polling a HEARTBEAT.md file for that. hermes too w cron. it's a joke. so i open sourced a proper distributed task framework.

OPINION · WHAT · LocalLLaMA

6.8

Other feeds and industry voices

23 Apr

At some point managing agents started feeling like managing windows — so we tried structuring them like an organization

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1st2r1v/at_some_point_managing_agents_started_feeling/"> <img alt="At some point managing agents started

OPINION · WHAT · LocalLLaMAOPEN STORY

19 Jun

AsyncIO in production: event loop, tasks, and the traps no one warns you about

<p><em>You've shipped async code. It works in dev. Then production hits — and it hangs, leaks memory, or silently swallows exceptions. Here's what actually matters.</em></p> <h2>

REPORT · WHEN · Dev.toOPEN STORY

Sources

LocalLLaMA

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