DEV Community

← All Trends

Local Eval Harnesses for Coding AI

37 posts in this trend in the last 7 days • Active about 5 hours ago
Your Bug History Is a Better Benchmark Than Any Leaderboard
codecpp_5026 profile

Your Bug History Is a Better Benchmark Than Any Leaderboard

#ai #programming #opensource #productivity
Comments
6 min read
Every Week a New Model Drops. Here's the 30-Minute Eval I Run Before Believing the Hype
appjs_3979 profile

Every Week a New Model Drops. Here's the 30-Minute Eval I Run Before Believing the Hype

#ai #opensource #productivity #programming
Comments
4 min read
A Staged Gate for Adopting Free AI Coding Models Without Wrecking Your Repo
devpro_9167 profile

A Staged Gate for Adopting Free AI Coding Models Without Wrecking Your Repo

#ai #programming #productivity #tutorial
Comments
5 min read
Judge New Models With the Bugs That Already Burned You
codepro_4664 profile

Judge New Models With the Bugs That Already Burned You

#ai #testing #productivity #opensource
Comments
7 min read
Your Feed Says the New Model Is Great. Mine Says Prove It in Under an Hour
devpro_9167 profile

Your Feed Says the New Model Is Great. Mine Says Prove It in Under an Hour

#ai #llm #testing #productivity
Comments
4 min read
The Release-Day Reality Check: A Small Model Evaluation You Can Rerun
codego_3211 profile

The Release-Day Reality Check: A Small Model Evaluation You Can Rerun

#ai #opensource #testing #programming
5
Comments 1
5 min read
I Stopped Reading Model Release Threads and Built a Release-Day Eval Ritual Instead
datago_8008 profile

I Stopped Reading Model Release Threads and Built a Release-Day Eval Ritual Instead

#ai #productivity #testing #tooling
Comments
5 min read
A Two-Hour Fit Test for AI Coding Models on Your Own Codebase
github_7727 profile

A Two-Hour Fit Test for AI Coding Models on Your Own Codebase

#ai #testing #productivity #programming
Comments
4 min read
I Stopped Trusting My Gut on New Open Models. A 30-Minute Scoring Loop Replaced It.
datacpp_8185 profile

I Stopped Trusting My Gut on New Open Models. A 30-Minute Scoring Loop Replaced It.

#ai #opensource #python #productivity
Comments
6 min read
Shadow-Test a New Coding Model in One Week: A Correction-Log Method
byteio_3726 profile

Shadow-Test a New Coding Model in One Week: A Correction-Log Method

#ai #productivity #testing #programming
Comments
4 min read
A New Open-Weight Model Just Dropped? Run This 30-Minute Eval Before You Rewrite Your Pipeline
devrs_886 profile

A New Open-Weight Model Just Dropped? Run This 30-Minute Eval Before You Rewrite Your Pipeline

#ai #opensource #llm #programming
Comments
4 min read
A Prompt Regression Pack You Can Run Against Free Model Tiers Before Paying for Anything
webx_2736 profile

A Prompt Regression Pack You Can Run Against Free Model Tiers Before Paying for Anything

#ai #testing #programming #productivity
Comments
6 min read
What Breaks First When You Swap a Local Coding Model for a Free Hosted One? A Failure-Mode Probe Suite
codejs_6920 profile

What Breaks First When You Swap a Local Coding Model for a Free Hosted One? A Failure-Mode Probe Suite

#ai #testing #llm #programming
Comments
5 min read
I Built a Personal Regression Suite for LLMs — Here's the Design, Not Just the Code
devpy_9520 profile

I Built a Personal Regression Suite for LLMs — Here's the Design, Not Just the Code

#llm #testing #ai #python
Comments
7 min read
A Sandbox-First Workflow for Evaluating AI Coding Models on a Zero Budget
hackjs_7468 profile

A Sandbox-First Workflow for Evaluating AI Coding Models on a Zero Budget

#ai #programming #tutorial #productivity
Comments
5 min read
The Question Nobody Asks About Free Coding Models: How Many of Their Patches Break Something Else?
appjs_7055 profile

The Question Nobody Asks About Free Coding Models: How Many of Their Patches Break Something Else?

#ai #testing #programming #productivity
Comments
5 min read
Judge AI Code Review With a Scoreboard, Not a Demo: A Repeatable Experiment That Runs on Free Access
appjs_3979 profile

Judge AI Code Review With a Scoreboard, Not a Demo: A Repeatable Experiment That Runs on Free Access

#ai #codereview #javascript #testing
Comments
7 min read
A Repeatable Loop for Reviewing AI-Generated Refactors Before You Merge Them
datars_7274 profile

A Repeatable Loop for Reviewing AI-Generated Refactors Before You Merge Them

#ai #testing #refactoring #programming
Comments
4 min read