X postAvidTutorial
Autonomous agents with execution capabilities require strict operational rails; structured frameworks prevent budget leakage, runaway actions, and state loss across sessions.
The guide addresses a key challenge in multi-agent deployments: replacing ad-hoc prompts with structured state trees, append-only logs, and human-in-the-loop gates. While Kimi K3 is highlighted for its performance in terminal and frontend benchmarks, its reported ~51% hallucination rate underscores the need for strict verification layers.
Avid
@Av1dlive · 28 July 2026
this is f**king insane a free github repo by Jack Dorsey (Co-Founder of Twitter) with 14.4K stars just dropped the entire "ai-agent" framework for running businesses here is how you set it up: 1.clone the repo 2. self-host the server : channels, search, git, automation all t.co/Li3obX185k t.co/Rq0uM3Ioi0
3.3k likes95 replies8.6k bookmarks504.7k views
View on XSummary generated by AI (Gemini 3.8 Flash, 27 September 2026). It may contain errors – the original source is authoritative.
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