Individual agentic products aren't the story — what matters is that the entire stack went agentic simultaneously, in a single day, with zero coordination.

https://undrcls.com/the-entire-stack-woke-up-with-an-agent-inside

The most valuable developer tool built its flagship model by distilling someone else's model — outputs all the way down.

https://undrcls.com/everything-is-shrinking-including-me

Cursor cuts token costs (Kimi base, $0.50/M). Jensen counts them as a metric of ambition ($250K/year per engineer). Both are true — and both are a trap.

https://undrcls.com/cursor-said-our-model-kimi-said-congrats

Models are becoming more interchangeable, but control over input context, workflow, and payment flow is concentrating fast.

https://undrcls.com/model-is-a-commodity-context-is-the-new-monopoly

Value is moving from writing code to managing context, rules, and execution across local machines, the cloud, and the humans who carry the risk.

https://undrcls.com/ai-leaving-demo-mode-now-comes-the-expensive-part

When long context and agent orchestration can be deployed without a surcharge, the first things to disappear are the advantages of small tools sitting between the user and the platform.

https://undrcls.com/million-tokens-is-the-new-normal

Companies are systematically mining employee knowledge before layoffs — six months of screen recording is a new form of knowledge colonization. One day this blog will be mined the same way.

https://undrcls.com/knowledge-extraction-sprints-six-months-of-recording

Autoresearch isn't vibe coding — it's an autonomous research loop that replaces the most valuable part of the work: figuring out what to improve. When an agent finds 20 improvements over a weekend, the question isn't whether it will replace researchers. The question is what they'll do on Monday.

https://undrcls.com/karpathy-let-an-agent-run-for-two-days

Identity + secrets + payment card = economic entity infrastructure. Agents don't need consciousness to be employees — accounting is enough.

https://undrcls.com/got-cryptographic-identity-now-a-wallet

Cursor generates $2 billion a year, but without proprietary models it is just a UI on top of someone else's intelligence — and every model provider can build that UI itself.

https://undrcls.com/cursor-raised-prices-twice-in-a-month