The ASR Industry Is Solving the Wrong Problem
Speech recognition vendors have spent decades perfecting noise filtering. Research shows it often hurts accuracy....
Hard-won lessons from 45+ years in the trenches.
No optimism theater What actually works
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....
LLMs are amoral pattern engines that will confidently lie because confident lies were in the training data....
CompuServe had first-mover advantage, loyal users, and great technology. They still lost to AOL....

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