AIQB
TutorialsOrdinary

OneGraph: grounding Gemma 4's code reviews in a real dependency graph instead of a guess

Source: DEV Community·

Summary

Graphify's tree-sitter dependency graph plus Gemma 4, wired live into PR-Agent as a /graph_risk command, verified against a real pull request.
CategoryAI Tutorials & Practice
TierOrdinary
Published
Indexed by AIQB
SourceDEV Community
AIQB record IDintel-d54d8902c93527788967403d
Read original source ↗More Tutorials

Related stories

Matched by category, entity tags and source

TutorialsOrdinary
Meet Ovis: a compiler that reads plain English
Everything starts with a small thought, what if I merge LLM & LLVM? Will I able to write...
Source: DEV Community
TutorialsOrdinary
Migrating AI Agents to AWS: 15 Bedrock and AgentCore Checks
A readiness assessment for AI teams moving agents from a prototype or another provider to Amazon...
Source: DEV Community
TutorialsOrdinary
Your AI Eraser Redraws the Whole Photo: Inside a Label-Then-Edit Object Remover
This week two of our own help pages contradicted each other. MagicRemover's passersby page promised...
Source: DEV Community
TutorialsOrdinary
I let Claude Code search for a trading strategy, but hid the last two years of data from it
I gave Claude Code ten years of USD/JPY daily bars and asked it to find a trading rule. It ran...
Source: DEV Community · Claude
TutorialsOrdinary
Nothing Reported It
Five ways my own test harness lied to me, and the one that nearly got published The number...
Source: DEV Community
TutorialsOrdinary
Benchmarking 6 Open LLMs on a 2-Machine RPC Cluster (Consumer GPUs, ~96GB VRAM)
In the endless pursuit of "bigger, bigger, and even bigger," I finally reached this point: two...
Source: DEV Community
TutorialsOrdinary
Seedance 2.5 Camera Control: Block Out AI Film Shots in Blender First
Control the camera in Seedance 2.5 AI video: block the shot out in Blender with Blender AI (3D-Agent), then let the blockout drive the AI shot frame for frame.
Source: DEV Community
TutorialsOrdinary
An MCP security checklist for developers wiring agents to real tools
Connecting an agent to a tool through MCP takes about ten minutes. You add a server to a config file,...
Source: DEV Community
TutorialsOrdinary
Day 3 of Building HYNA-Stage: Launching "Hacker Stage" & KODA Code Jam Season 3! 🐯☁️
Yesterday, our Day 2 post hit 100 comments. 🤯 When you are a 12-year-old founder building cloud...
Source: DEV Community
TutorialsOrdinary
My AI-written plan went through every check I could think of. The gaps were in what I never said.
The plan was 22,000 words long. Twelve agents had worked on it for close to two hours. Among them,...
Source: DEV Community