"Pi reaches the Pareto frontier on both benchmarks by providing just four tools: read,…
This is a dev post classified by Jev as AI dev tools (a tool drop), kept by the Dev Radar because it carries real work, not commentary.
"Pi reaches the Pareto frontier on both benchmarks by providing just four tools: read, write, edit, and bash. To understand how harness design affects spending, we examine costs across completed attempts, recorded turn counts, and initial context." Sharing this analysis on the Harness Tax by @MelissaPan and others. https://harnesstax.github.io
Posted by Pi (49.6k followers) 1 days ago · 1.1k likes · 99.2k views · view the original post on X. Kept by the Dev Radar as AI dev tools.
More dev work like this
- A single RTX 3090 hit 381 tok/s on Qwen3.8-27B. — @0x0SojalSec
- AI-written code gets risky when nobody checks the diffs. — @DanKornas
- The new "bakeoff" capability in Compound Engineering is so damn useful. Even on smaller… — @trevin
- Hermes Agent can now stream its THINKING into other AI apps. — @tonysimons_
- Hallmark has been installed 50k+ times! — @nutlope
- Your AI coding agents need a workflow, not more babysitting. — @DanKornas
- Register by October 7 and save >> https://bit.ly/4vkntyD — @linuxfoundation
- Nimble is able to process images! — @madiator
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 13.5k posts from 4.7k X accounts over the last 21 days, 1.5k tools, 12 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 19:24 UTC. Full method.