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self-repair

4 articles · Page 1 of 1
Data Party THU
Data Party THU
Jul 18, 2026 · Artificial Intelligence

Smart Cellular Bricks: 3D Neural Cellular Automata for Life‑Like Modular Robots

The study introduces Smart Cellular Bricks, a modular robot system that uses 3D Neural Cellular Automata to enable identical cubes to exchange minimal local information, achieve 98.97% shape‑classification accuracy, 94.8% damage‑detection precision, and self‑repair within 60 update cycles, demonstrating scalable, life‑like collective intelligence.

Sakana AIdistributed systemsmodular robotics
0 likes · 7 min read
Smart Cellular Bricks: 3D Neural Cellular Automata for Life‑Like Modular Robots
Architect
Architect
May 30, 2026 · Artificial Intelligence

Claude Code Self‑Repair Explained: Writing Error Feedback into the Harness

The article shows how to turn Claude Code’s occasional mistakes into a reliable feedback loop by using a CLAUDE.md entry file, Hooks, Permissions and Skills, so errors become visible, verifiable and can be written back into the harness for future runs.

AI AgentsCLAUDE.mdClaude Code
0 likes · 22 min read
Claude Code Self‑Repair Explained: Writing Error Feedback into the Harness
AI Tech Publishing
AI Tech Publishing
Apr 29, 2026 · Artificial Intelligence

Who Tests When AI Generates 99% of Code? Inside a Self‑Repairing Agent Harness

The article explains how a self‑repairing Agent Harness replaces traditional QA by looping evaluation, triage, automated fixing, verification and AI‑gated canary release, using a three‑judge reviewer, model‑based sampling and six daily engineering tasks to keep AI‑driven products reliable.

AI AgentsAI-driven QAContinuous Deployment
0 likes · 16 min read
Who Tests When AI Generates 99% of Code? Inside a Self‑Repairing Agent Harness
Continuous Delivery 2.0
Continuous Delivery 2.0
Mar 21, 2025 · Artificial Intelligence

AI-Driven Automated Unit Test Generation Framework: Architecture, Workflow, and Evaluation

This article presents an AI‑powered framework that automatically scans codebases, generates comprehensive unit tests using large language models, and includes self‑repair agents, detailing its workflow, core components, strategies for accuracy, practical benefits, and current limitations.

AI Testinglarge language modelsself-repair
0 likes · 9 min read
AI-Driven Automated Unit Test Generation Framework: Architecture, Workflow, and Evaluation