Agentic AI Is Just Automation With Better Marketing
Strip away the marketing and 'agentic AI' is workflow automation with LLM steps. Useful, but not the revolution the vendors are selling....
Hard-won lessons from 45+ years in the trenches.
No optimism theater What actually works
Strip away the marketing and 'agentic AI' is workflow automation with LLM steps. Useful, but not the revolution the vendors are selling....
Most pivots destroy more value than they create. Knowing when to iterate versus pivot is a survival skill....
Speech recognition vendors have spent decades perfecting noise filtering. Research shows it often hurts accuracy....
Evidence-based hiring methods that predict engineering success: structured interviews, work samples, and behavioral questions. Based on Sackett 2022 meta-analysis....
SQLite runs on more devices than any software in history. The serverless database that taught the industry what 'done right' actually means....
Serverless was a lie for most teams. The cold starts, vendor lock-in, and observability gaps that make it the wrong default for most workloads....
Self-awareness isn't a trait you have or lack—it's a practice. The specific habits that enable honest self-evaluation, from feedback systems to reflection rituals....
MVP was meant to be a discipline for validated learning, not permission to ship half-finished software....
Kubernetes Ingress NGINX gets no security patches after March 2026 because a maintainer burned out. 60% of OSS maintainers work unpaid. The blast radius is real....
The senior engineering interview process tests preparation, not ability. Downleveled offers to senior candidates are routine....
When the big rewrite succeeds and when it sinks the company. The conditions that distinguish the rare wins from the many graveyards....
Speech-to-speech AI has crossed the 300ms latency threshold where interactions feel like genuine conversation....

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