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Stop being the code review bottleneck (8 minute read)

Stop being the code review bottleneck (8 minute read)

Agents are writing code faster than any human can review. Humans being involved in every code review is a bottleneck. Put humans outside of the code review loop by building a pipeline that delegates tasks to agents. This post looks at power workflow changes that PostHog uses to make reviewing AI-generated code fast without losing quality.
I Tried to Build a Context Layer for My Agent in a Weekend. Reader, I Did Not Build a Context Layer for My Agent in a Weekend.
Jun 12 | Blog

I Tried to Build a Context Layer for My Agent in a Weekend. Reader, I Did Not Build a Context Layer for My Agent in a Weekend.

A "simple" weekend project turns into real infrastructure, and why agent context deserves a boring, reliable foundation.

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GPT-5.6 Series (2 minute read)
Jul 10 | AI

GPT-5.6 Series (2 minute read)

GPT-5.6 Sol is the standout model of the GPT-5.6 family. It is the first model to win an ARC-AGI-3 public game. The model is able to read an unfamiliar scene correctly and in the game's own vocabulary. It won the game on ARC-AGI because it correctly oriented itself in a new environment first.
The Pulse: Interesting AI coding stats from Cursor (7 minute read)
Jul 10 | Dev

The Pulse: Interesting AI coding stats from Cursor (7 minute read)

A recent report from Cursor shows large disparities in coding productivity among its users, with top 1% power users generating up to 40,000 lines of code per week, compared to the median user's 700 lines. The study also shows that input tokens make up about 90% of AI token usage during coding, suggesting that developers spend more time reading and understanding existing code than writing new code.
The People Who Will Thrive in the AI Age (12 minute read)
Jul 10 | Product

The People Who Will Thrive in the AI Age (12 minute read)

As AI makes intelligence abundant, the ability to embrace mental effort will become increasingly valuable. People and institutions must use AI to strengthen independent thought while cultivating the curiosity, discipline, and ambition needed to pursue difficult work.

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