Vercel shipped something quietly important last week, and most of the AI Twitter discourse missed the point. The headline was about a feedback loop for agent instructions. The more interesting story is…
I run a transcription pipeline for a small podcast network. The conversation about real-time speech models changed for me last week, not because a benchmark moved, but because the first credible challenger…
For the first time since coding models hit the mainstream, two top vendors swapped the leaderboard inside a single workday. Meta released Muse Spark 1.3, Google pushed a Gemini update within hours…
For about three years my relationship with AI coding help has been the same shrug. The editor plugins are nice for the slide-deck version of coding, where the cursor blinks on a…
I have been running agents in production for about three years, and the gap between what a hosted runtime like Claude Managed Agents (Anthropic’s managed service that wraps a model in a…
Warp spent years trying to convince developers that the terminal on your laptop is the most important app you own. That pitch used to feel like a startup looking for a category…
Most platform teams running AI agents in production have the same problem. The agent works, more or less, but nothing makes it get better over time. There is no training loop. The…
Every quarter a new vendor puts a chat box where your contracts already live. The pitch is always the same. Summarize this, flag that, draft me an NDA, compare these two deals…
I usually skip past the Inc. 5000 announcements. The list fills up every year with companies I have never heard of, and the headline number tells me almost nothing about whether I…
I used to assume the charts in vendor blog posts were roughly honest, then I started watching what happened to the teams that bought models based on them. Six months after the…
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