The Test That Killed the Team: One awk Line, 12 AI Agents
An AI reviewer's cleanup test read an awk array instead of testing membership, and kill -KILL took down 12 of my agents' sessions. The fix is a refusal.
10 articles tagged with “AI Agents”
An AI reviewer's cleanup test read an awk array instead of testing membership, and kill -KILL took down 12 of my agents' sessions. The fix is a refusal.
Sleeper poisoning planted fabricated memories in up to 99.8% of attempts on GPT-5.5, so AI memory must prove it is current before it is obeyed.
KPMG pulled an AI report when only 5 of its 45 citations held up. The deeper failure is unverified AI output becoming trusted organizational memory.
In 1,140 runs, AI agents left at least one required file unread 67.9% of the time. More than half of those runs claimed a complete review. That gap is review debt.
A newer, higher-benchmarking model was available at the same price. I rolled my chief-of-staff agent fleet back to the older version anyway. Here is the evidence on both sides, including the part that disagrees with me, and why for agentic systems harness fit beats model tier.
Founder story connecting Walgreens $1B transformation and enterprise PM career to multi-agent AI coordination
Microsoft's Azure AI agents for cloud-cost optimization and compliance are operational automation that creates the deepest form of vendor lock-in — switching costs that encode how your organization works
Microsoft's free Office agents + Meta's trillion-dollar DC + TSMC 37% capex increase = simultaneous democratization and concentration at different stack layers
Microsoft's free Office agents + Meta's trillion-dollar DC + TSMC 37% capex increase = simultaneous democratization and concentration at different stack layers