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AI coding tool cost comparison — Cursor vs Claude Code vs Copilot for engineering teams
Essays
May 29, 2026
11 m read
May 29, 2026

You’re Paying for Three AI Editors and Only Need Two – Here’s Which Two

Most developers we talk to in 2026 fall into one of three camps: The math says most teams overspend...

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AI stack selection for large codebases — research findings on cost, quality, and model choice
Essays
May 23, 2026
12 m read
May 23, 2026

The Evidence-Based AI Stack for Large Codebases – What the Research Actually Says About Cost, Quality, and Model Choice

If you maintain a codebase with 10,000+ files and you’re trying to figure out which AI tools to use...

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Reports
June 8, 2025
2 m read
June 8, 2025

The Agentic Startup Manifesto

The architectural case for building companies where agents run the operation — not a prediction, a framework....

Reports
April 5, 2025
< 1 read
April 5, 2025

Remote Hiring in 2025

How AI is changing the engineering hiring bar — from headcount to judgment, and what that means for how...

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The Agentic Startup Manifesto

AI is already running parts of the operation. This is the framework for building companies where agents do the work.

The 6 principles of agent-native startups
Why software tools are being replaced by outcomes
How company design changes when agents are part of the team

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