offaxis | Dark Hacker News

user:	offaxis
created:	May 18, 2026
karma:	5
about:	IoT / Matter / AI agent execution safety. Building AI-readable physical device actions.

1.	LLM Tool Failures: Only 3 Root Causes – Value, Condition, Intent(github.com) 7 points by offaxis 16 days ago \| 1 comment
2.	Forms did five things. Natural language kept one 3 points by offaxis 27 days ago \| 0 comments
3.	1 points by offaxis 34 days ago \| discuss
4.	From knowledge-based inference to presence-based verification(discuss.huggingface.co) 2 points by offaxis 48 days ago \| 0 comments
5.	1 points by offaxis 67 days ago \| discuss
6.	If Unsure, Ask. Never Guess. AI Agent Pre-Execution Checklist(discuss.huggingface.co) 2 points by offaxis 84 days ago \| 0 comments
7.	Unknown Is Not False: An AI Agent Pre-Execution Checklist(discuss.huggingface.co) 3 points by offaxis 89 days ago \| 0 comments