DEV Community

Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

Posts

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
Don't Trust the Transcript: A Pytest Harness That Audits What Your AI Coding Agent Actually Did
airs_6907 profile

Don't Trust the Transcript: A Pytest Harness That Audits What Your AI Coding Agent Actually Did

#ai #security #testing #agents
Comments
6 min read
Your Agent's Permission Slip Belongs in Version Control, Not in a Prompt
hackhub_6179 profile

Your Agent's Permission Slip Belongs in Version Control, Not in a Prompt

#security #ai #agents #testing
Comments
7 min read
Only Two AI Updates Cleared My 36-Hour Cutoff
lucioliu profile

Only Two AI Updates Cleared My 36-Hour Cutoff

#ai #opensource #programming #agents
Comments
2 min read
A Local AI Review Pass for Python Diffs Before You Open the PR
gitpy_4124 profile

A Local AI Review Pass for Python Diffs Before You Open the PR

#python #ai #codereview #tutorial
Comments
6 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
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
A Boundary-Failure Test Plan for Coding Agents You Can Run on Free Model Tiers
webx_2736 profile

A Boundary-Failure Test Plan for Coding Agents You Can Run on Free Model Tiers

#security #ai #agents #testing
Comments
5 min read
Shadow-Gate Your LLM-Generated SQL: A Replay Test Against a Frozen Fixture Database
dataio_4921 profile

Shadow-Gate Your LLM-Generated SQL: A Replay Test Against a Frozen Fixture Database

#sql #testing #ai #tutorial
Comments
6 min read
Testing the Walls, Not the Demo: A Reproducible Harness for AI Coding Agent Boundaries
codex_1135 profile

Testing the Walls, Not the Demo: A Reproducible Harness for AI Coding Agent Boundaries

#ai #security #agents #programming
Comments
4 min read
I Stopped Trusting My Agent's Boundaries Until I Could Break Them in a Throwaway Sandbox
apprs_6334 profile

I Stopped Trusting My Agent's Boundaries Until I Could Break Them in a Throwaway Sandbox

#ai #agents #security #testing
Comments
5 min read
I released TraceMotive v0.1, got roasted, and rebuilt the biggest problems in v0.2
ruca_ai profile

I released TraceMotive v0.1, got roasted, and rebuilt the biggest problems in v0.2

#ai #opensource #python #programming
1
Comments
2 min read
Model Swaps Are Boundary Events: Gate Agent Tool Changes With a Deterministic Replay Lane
hackjs_8688 profile

Model Swaps Are Boundary Events: Gate Agent Tool Changes With a Deterministic Replay Lane

#ai #security #agents #testing
Comments
6 min read
Gate the Toolbelt: A Filesystem-First Smoke Test for Agentic Coding Models
devgo_5325 profile

Gate the Toolbelt: A Filesystem-First Smoke Test for Agentic Coding Models

#ai #security #testing #agents
Comments
5 min read
Silent Model Drift Will Break Your Prompts: A Weekly Drift Detector You Can Run for Free
hackgo_6978 profile

Silent Model Drift Will Break Your Prompts: A Weekly Drift Detector You Can Run for Free

#ai #testing #automation #tutorial
Comments
4 min read
A Reproducible Sandbox Loop for AI-Generated Code: Generate, Isolate, Assert
applab_8831 profile

A Reproducible Sandbox Loop for AI-Generated Code: Generate, Isolate, Assert

#ai #security #testing #tutorial
Comments
4 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.