nilenso blog blog.nilenso.com

Evals before prompts: building an LLM OCR for KYC

blog.nilenso.com·2d

Temporal anti-pattern: Don't treat expected failures as exceptions

blog.nilenso.com·2w

Trajectory shapes

blog.nilenso.com·4w·Lobsters, Hacker News

Checking my model vibes against SWE-Bench Pro

blog.nilenso.com·6w·Hacker News

Feature Platforms: The Underrated Infrastructure Layer behind fast ML Teams

blog.nilenso.com·12w

Engineering Maturity is all you need

blog.nilenso.com·13w·Hacker News

How System Prompts Reveal Model Biases

blog.nilenso.com·13w

Weird system prompt artefacts

blog.nilenso.com·13w·Lobsters, Hacker News

Codex CLI vs Claude Code on autonomy

blog.nilenso.com·15w

Reinforcement Learning with GRPO

blog.nilenso.com·16w

How the Lobsters front page works

blog.nilenso.com·17w·Hacker News, r/SoftwareEngineering, r/coding, r/programming, r/webdev

Minimum Viable Benchmark

blog.nilenso.com·24w

How to work with Product: Taste and Adjust

blog.nilenso.com·25w·Hacker News

How to work with product: To what port do you sail?

blog.nilenso.com·25w·Hacker News

How to work with Product: At the tea table

blog.nilenso.com·26w·Hacker News

A Short Lesson in Simpler Prompts

blog.nilenso.com·28w·Hacker News

My dumb prompts that worked better

blog.nilenso.com·28w

My dumb prompts that worked better

blog.nilenso.com·28w

Fight context rot with context observability

blog.nilenso.com·29w·Hacker News

Failing to digest the bitter lesson, AI engineering edition

blog.nilenso.com·31w·Lobsters, Hacker News

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