Brute-Force R&D: Cheap Exploration and Multi-Agent Judgment
I've been writing a COW fs lately. Today I got the first PoC working: reads and writes, plus recovery from 262,165 power cuts, and every bit of data…
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Multi-agent work in three spoonfuls: what worked for me and what did not
This started as a practical annoyance: long tasks interrupted by quota limits, conversations that became too heavy, and reviews that required copyin…
The Most Important AI Agent Design Choice: Don’t Let the Model Be the Final Authority
AI agents are getting very good at doing things . They can search databases, call APIs, modify tickets, draft code, update records, trigger workflow…
Multi-Agent Collaboration Hits the Engineering Wall
Single agent capabilities have expanded pretty dramatically over the last year. Tool calling went from flaky function selection to reliable multi-st…
When AI Reviewers Disagree: Building a Multi-Agent DevSecOps Tribunal with Qwen-Max
Every AI code review tool has the same weakness I've been building AI code review tools since 2024. Every one I've tried, and every one on the marke…
I Built a Self-Improving Health Platform: Five AI Agents That Learn Every Week
Originally published on longevityai.nl — for full context, comments and related articles, visit the source. I Built a Self-Improving Health Platform…
The CTO’s Blueprint for Governing Multi-Agent AI Systems in the Enterprise
Multi-agent AI systems are no longer a research curiosity. Omnithium , the AI agent platform for enterprises, helps teams deploy production AI syste…