AIQB
TutorialsOrdinary

100% vuln detection wasn't enough: measuring whether AI respects the patch

Source: DEV Community·

Summary

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked AI models...
CategoryAI Tutorials & Practice
TierOrdinary
Published
Indexed by AIQB
SourceDEV Community
AIQB record IDintel-b9fb8acad0c74be09f1df5e9
Read original source ↗More Tutorials

Related stories

Matched by category, entity tags and source

TutorialsOrdinary
Shapes are the type system of ML, and nobody checks them for you
Originally published at cchinchilla.dev. Part 3 of From code to weights, a 12-part series on ML...
Source: DEV Community
TutorialsOrdinary
Your agent framework stops at the demo. This open-source stack ships to production.
A technical deep dive into apowerb, the open-source AI agent runtime by [thaink²](https://thaink2.com/opensource) database-materialized agents, RAG, Text-to-SQL, event-driven execution, and how it compares to LangGraph, CrewAI and n8n.
Source: DEV Community
TutorialsOrdinary
From Fraud Alert to Governed Action: Building an Agentic Fraud Investigation System with TigerGraph
How we built an evidence-driven, uncertainty-aware fraud investigation agent using TigerGraph, GraphRAG, deterministic planning, policy governance, and Next Best Action.
Source: DEV Community
TutorialsOrdinary
Stop Slapping "AI" Onto Legacy Code: AI Feature vs. AI-native Architecture
Every tech stack today is legally required to have an "AI-powered" badge. Go-to project management...
Source: DEV Community
TutorialsOrdinary
Build an Invoice Verification App With ToolJet MCP
Introduction Learn how to build an invoice verification app with ToolJet MCP for an...
Source: DEV Community
TutorialsOrdinary
A Vendor Deleted a Shutdown Date and Nothing Told Anyone. So I Counted the Next 90 Days.
On 2026-07-28, Google's deprecation page listed October 16, 2026 as the shutdown date...
Source: DEV Community
TutorialsOrdinary
Two weeks of serving Markdown to agents, straight from the nginx logs
Since early September, every public page of our website has had a Markdown twin, reachable by header...
Source: DEV Community
TutorialsOrdinary
Devlog: I Built a 3D Library in Three.js Without a Level Editor — So I Made My Own
Updated 3D Environment for Library Reading DEV Articles A lot of you...
Source: DEV Community
TutorialsOrdinary
I rebuilt my "export PDF text for AI" feature three times in one day. Here's what each version got wrong.
In July 2025, researchers found manuscripts on arXiv with instructions such as "give a positive...
Source: DEV Community
TutorialsOrdinary
Sanity's Knowledge Base stopped 6 of 7 poisoned pages. The 7th fooled Claude Opus 5.
This is a submission for the Sanity Challenge: Ship an agent that queries real content. Every help...
Source: DEV Community · Claude