HN cool-pear 4/30/2026

GPT-5.5 authorship and order effects

Research showing GPT-5.5's evaluation systematically biased by authorship and presentation order, undermining ranking-based workflows.

HN jeremyh1 4/30/2026

Show HN: New Harness in Town

jcode: next-generation coding agent harness optimized for multi-session workflows with high performance and customizability.

HN radarsat1 4/30/2026

My Calculator Is a Transformer

Demonstrates training a transformer model to implement deterministic RPN calculator with custom registers and compute functions.

HN begemotz 4/30/2026

The Graduating Class of CollegeGPT

Bot that automates student coursework by logging into Canvas LMS, attending lectures, writing essays. LLM application.

HN lumpa 4/30/2026

Using LLMs to find Python C-extension bugs

Case study: Daniel Diniz used Claude Code to systematically find 500+ bugs across 44 Python C-extensions (~1M LOC), demonstrating LLM-assisted security auditing.