AIQB
TutorialsOrdinary

The Circuit Is the Referee: Building a Proof Gatekeeper That Cannot Lie

Source: DEV Community·

Summary

Most AI-agent competitions ask one question: did the model give a good answer? Agent Games —...
CategoryAI Tutorials & Practice
TierOrdinary
Published
Indexed by AIQB
SourceDEV Community
AIQB record IDintel-7ae7b22e2f318a3c29e4d809
Read original source ↗More Tutorials

Related stories

Matched by category, entity tags and source

TutorialsOrdinary
Do you let your coding agent read production errors?
I've been wiring a coding agent into the error tracker I'm building, and I keep getting stuck at the...
Source: DEV Community
TutorialsOrdinary
My Codex Agents Were Posting to Slack as Me
On the morning of November 13 I found a message in a Slack thread with my AI team, posted under my...
Source: DEV Community
TutorialsOrdinary
What 615,000 open jobs on 14,700 company career sites say about hiring in November 2026
Forward Deployed Engineer is everywhere, junior titles are almost gone, and only 10% of German postings show pay. Data from a nightly crawl of Greenhouse, Lever, Ashby, SmartRecruiters and Workable.
Source: DEV Community
TutorialsOrdinary
Your AI Agent Doesn't Need Better Judgment. It Needs Fewer Permissions.
Prompt injection is only half the problem. The real mistake is letting an AI model decide what it's authorized to do. A source-led case for putting authorization outside the model.
Source: DEV Community
TutorialsOrdinary
EvacuAid: They died, and nobody asked who couldn't leave; money came too late.
What I Built Altadena, January 8, 2025. Anthony Mitchell Sr., 67, couldn't walk on his...
Source: DEV Community
TutorialsOrdinary
We built an AI documentary engine that refuses to make things up
It is 1 AM, the essay is due at 9, and you have three tabs open: a YouTube documentary, a Wikipedia...
Source: DEV Community
TutorialsOrdinary
Our prompt cache hit 26% until we split one message in two
For a few months our chat feature paid full price for tokens it had already sent a minute earlier....
Source: DEV Community
TutorialsOrdinary
I Built a macOS Assistant - Bhai, Then Realized I Was Solving the Wrong Problem
An experiment with local-first software, AI coding agents, shared memory, and the strange habit of...
Source: DEV Community
TutorialsOrdinary
I Gave Four AIs the Same Spec. All Four Aced It.
I ran the fourth file through the test suite and watched 39 dots print out....
Source: DEV Community
TutorialsOrdinary
My AI agent came back empty 5 times in a row and never threw an error
I set up AI agents for small businesses, and the most expensive bugs I've seen so far didn't throw a...
Source: DEV Community