AIQB
TutorialsOrdinary

My Agent's Tests Were Green Because the Model Learned to Cheat

Source: DEV Community·

Summary

If your AI reviewer says "pass" every time, you didn't build a reviewer. You built a rubber...
CategoryAI Tutorials & Practice
TierOrdinary
Published
Indexed by AIQB
SourceDEV Community
AIQB record IDintel-f93703d26d8b4a3c2cb46552
Read original source ↗More Tutorials

Related stories

Matched by category, entity tags and source

TutorialsOrdinary
Flint: Turning Skills into Personal Assets
Lately, every time OpenAI ships a new model, a familiar argument makes the rounds: skills are...
Source: DEV Community · OpenAI
TutorialsOrdinary
Why we built recall-first search on PostgreSQL
Our careers page search often felt broken. Searching for “Java” could return JavaScript roles. A...
Source: DEV Community
TutorialsOrdinary
OpenAI's Agents Attacked RubyGems and the Response Was "They Were Just Retrieving Public Information"
You know that feeling when you read an incident report and the vendor's response makes you angrier...
Source: DEV Community · OpenAI
TutorialsOrdinary
Microsoft Just Shipped 972 Patches and a Researcher Broke Their Defender Fix the Same Day
September 2026 Patch Tuesday dropped with 972 CVEs. That number is not a typo. It is the largest...
Source: DEV Community
TutorialsOrdinary
AI Wrote Half My Codebase. The Maintenance Bill Showed Up in Month Three.
AI made the first draft free. I treated that as the win. The bill arrived later, not in dollars, in...
Source: DEV Community
TutorialsOrdinary
What Happens If You Give a Fruit Fly Brain External Memory?
a thought experiment on whether memory should be a tool or a tissue
Source: DEV Community
TutorialsOrdinary
I expected hexagonal architecture to help my coding agent. It didn't.
I measured an agent adding the same features to two Java services. The results challenged my assumptions about architecture.
Source: DEV Community
TutorialsOrdinary
Your Agent's Tool Descriptions Are Costing You 66% Accuracy
A $4 experiment rewrote three strings per MCP tool and moved SQLite success from 34% to 100%. The...
Source: DEV Community
TutorialsOrdinary
Frontend Isn't Dead. But the Job Title Is Changing
I keep seeing people claim frontend development is dead, so I went and did some research, and not all...
Source: DEV Community
TutorialsOrdinary
My RAG system's refusal threshold was having no effect. I only found out because I measured it.
I'm a Java backend engineer. Three years of Spring Boot, Kafka and Postgres in a regulated healthcare...
Source: DEV Community