We cross-checked official API pricing, SWE-bench Verified scores, six controlled productivity studies, and anonymized billing data from engineering teams...
The Evidence-Based AI Stack for Large Codebases – What the Research Actually Says About Cost, Quality, and Model Choice
We cross-referenced 15 academic papers (NAACL 2025, AAAI 2026, ICSE 2026, Microsoft Research, Stanford TACL 2024), 6 reproducible GitHub...
The Agentic Startup Manifesto
The architectural case for building companies where agents run the operation — not a prediction, a framework....
Remote Hiring in 2025
How AI is changing the engineering hiring bar — from headcount to judgment, and what that means for how...