6d ago · 6 min read · When I was building the enterprise audit engine, the LLM Judge was the last thing I planned to add. It felt like over-engineering. The main agent already had MCP tool access to live device state, a po
Join discussionDec 26, 2025 · 7 min read · What 100 automated battles taught us about why prompt guardrails aren't enough I built an AI attacker. I gave it one job: break an HR chatbot's rules and get it to approve unauthorized leave. Then I let them fight — 100 times, completely unsupervise...
Join discussionNov 15, 2025 · 3 min read · Welcome to Day 4 of the 5-Day Agentic Revolution! We’ve built the Agent’s Brain (Day 1), given it Hands (Day 2), and granted it Memory (Day 3). Today, we tackle the most critical challenge for enterprise adoption: Trust. AI Agents, by nature, are non...
Join discussion
Aug 8, 2025 · 5 min read · New AI tools are showing up constantly. One might help a support team resolve tickets faster. Another might automate basic contract review or help engineers generate code. More teams are exploring what is actually useful and what still needs human ju...
Join discussion
