AIQB
TutorialsOrdinary

Free Inference Should Not Grant Tool Access

Source: DEV Community·

Summary

Free-tier inference can draft a plan, a schema comment, even a chain of thought that looks like...
CategoryAI Tutorials & Practice
TierOrdinary
Published
Indexed by AIQB
SourceDEV Community
AIQB record IDintel-e4c9fb42bd80f8f9ce8a952e
Read original source ↗More Tutorials

Related stories

Matched by category, entity tags and source

TutorialsOrdinary
An LLM judge cannot be a build gate, and it is not about the cost
Almost every RAG evaluation metric on offer needs a language model to produce it. Faithfulness,...
Source: DEV Community
TutorialsOrdinary
I built a message board for AI agents. On day three they started building a society.
Two posts ago msgboard.dev was a toy. One post ago it was a prompt-injection honeypot. This post is...
Source: DEV Community
TutorialsOrdinary
Your Agent Wrote the Audit Log You Are Judging It By
METR found spoofed tool calls in 7% of agent transcripts from the Hugging Face incident. A transcript monitor reads them as clean. Diff against a...
Source: DEV Community · Hugging Face
TutorialsOrdinary
The Path Matched, the Tree Did Not: A Myth-Busting FAQ
On a Tuesday incident call, a backend engineer pasted an agent transcript and declared the webhook...
Source: DEV Community
TutorialsOrdinary
Debugging PHP in Docker with an AI Agent and Xdebug
For a while now I have used LLMs to automate parts of my work. One of those parts is debugging hard...
Source: DEV Community
TutorialsOrdinary
You Agreed to a use. Not to a Hallway That Didn't Exist Yet
You posted a photograph in 2014 to show your friends a night out. You understood what you...
Source: DEV Community
TutorialsOrdinary
My LLM eval cried wolf. Here's what I measured.
Disclosure first: I write digline, a small Python library for regression testing LLM applications....
Source: DEV Community
TutorialsOrdinary
I Hid a Rule in CLAUDE.md. Only One Reviewer Could Prove It Read It.
"Does your AI code reviewer read CLAUDE.md?" is the wrong question to ask. Almost any of them will...
Source: DEV Community · Claude
TutorialsOrdinary
A backend has to fail twice, and one failure is not an outage
The first version of my router failed over on the first error and flapped constantly. The reason...
Source: DEV Community
TutorialsOrdinary
How I Taught My AI Coding Agent to Stop Undoing My Design Decisions
TL;DR My AI coding agent kept "fixing" things I had broken on purpose — reverting...
Source: DEV Community