Practical AI learning, local and cloud workflows, and bounded experiments.https://allenheishman.com/https://allenheishman.com/ai-lab/posts/when-the-agent-roster-was-theater/https://allenheishman.com/ai-lab/posts/when-the-agent-roster-was-theater/I built a named AI team with real benchmarks and task assignments. Then I learned the system was labeling specialists while still running one shared model — and it later described the honest alternative as not pretending.Tue, 21 Jul 2026 00:00:00 GMThttps://allenheishman.com/ai-lab/posts/why-i-built-ai-lab/https://allenheishman.com/ai-lab/posts/why-i-built-ai-lab/A personal note on building AI-Lab without letting the tools become the whole point.Wed, 17 Jun 2026 00:00:00 GMT