#Critic Agent
3627 related articles
·3 min
CLI-Anything: The Open-Source Tool Making All Software Agent-Native
CLI-Anything is an open-source project from HKU that wraps software into CLI interfaces for Agent-Native access, enabling AI Agents to directly call various tools. With 47k+ Stars and its CLI-Hub ecosystem, it's redefining how software connects with AI Agents.
Read more →
·3 min
Bullet Programming Agent: Deep Dive into the AI Coding Tool That's 60% Faster Than Claude Code
Bullet is a speed-focused programming agent that's 30%-60% faster than Claude Code through parallelization, smart model routing, and targeted code search. Scores 95.8% on SWE-bench, supports existing subscriptions.
Read more →
·2 min
Kubit: A Product Analytics Platform That Drives AI Agent Optimization with User Behavior Data
Kubit is an analytics platform designed for AI Agent products, correlating agent execution traces with user behavior data to help teams diagnose re-prompt, churn, and conversion issues.
Read more →
·3 min
Cerenovus: An AI Operating Partner That Turns Scattered Enterprise Knowledge into Trusted Decisions
Cerenovus is an AI operating partner that reads scattered enterprise documents and records, outputting cited findings, live answers, and named deliverables to turn dormant knowledge into trusted decisions.
Read more →
·2 min
OutageDeck: A Unified Monitoring Dashboard Aggregating Status from 172 Cloud Services
OutageDeck aggregates official status data from 172 cloud providers into a unified monitoring view with real-time alerts, history, free JSON API, and built-in MCP Server for AI Agent queries.
Read more →
·2 min
Why Ollama Cloud GLM Frequently Interrupts in OpenCode and How to Fix It
Developers report Ollama Cloud GLM models randomly stop responding in OpenCode. Analysis of streaming timeouts, stop token issues, and practical solutions.
Read more →
·3 min
From Q-learning to PPO: Hands-on Reinforcement Learning with Super Mario
A complete guide from Q-learning to PPO with Super Mario as a practical case study, covering value methods, policy gradients, and proximal policy optimization with open-source code and interactive gameplay.
Read more →
·4 min
Forward-Deployed Engineer (FDE): A Complete Guide to the $400K AI Role
FDE job postings surged 1165%, paying $300K-$400K. Learn what FDEs do, the three core skill stacks, interview process, and a realistic path from zero to offer.
Read more →
·4 min
What Is AI Governance? A Complete Guide from Concept Definition to Enterprise Implementation
A deep dive into AI governance: core definitions, key pillars, and implementation methods. Covers transparency, fairness, security, and accountability with a complete path from building governance organizations to automated tooling.
Read more →
·3 min
BaoMiao AI Manager Hands-On Review: An All-in-One Efficiency Platform for Managing Overseas AI Tools
Hands-on review of BaoMiao AI Manager's four core features: one-click AI Agent installation, Token quota monitoring, Skill & MCP management, and unified conversation archiving for overseas AI tools.
Read more →
·2 min
GitHub Daily · August 16: A Dual Explosion of Localized AI and Edge Intelligence
GitHub Trending Aug 16: Localized AI explodes with unsloth's local training UI, needle's 14MB edge model, and ai-memory solving Agent long-term memory.
Read more →
·3 min
From ML to AI Engineer: A Pragmatic Transition Learning Roadmap
A detailed guide on the core differences between ML and AI engineers, with a complete learning roadmap covering engineering fundamentals, LLM app development, and production deployment including RAG systems and agent development.
Read more →
·2 min
Flownie: Open-Source Visual Data Workflow Platform with AI Agent Orchestration
Flownie is an open-source visual data workflow platform that deeply integrates AI Agents into ETL pipelines and data analysis. It supports natural language workflow building and automated debugging.
Read more →
·2 min
Mole: An Open-Source Deep Research Agent That Runs in Your Terminal
Mole is an open-source deep research agent that runs in the terminal, supporting multi-round retrieval, cross-verification, and structured reports. Explore its features and key considerations.
Read more →
·2 min
Interpreting the Bioresilience AI Methodology from DeepMind and Isomorphic Labs
In-depth analysis of Google DeepMind and Isomorphic Labs' joint bioresilience methodology, exploring AI's dual-use dilemma in life sciences, safety governance frameworks, and implications for drug development.
Read more →
·3 min
A Guide to Using Claude Code Efficiently: Maximizing the Value of Your AI Programming Assistant Sessions
Learn how to maximize Claude Code session value through context management, task decomposition, iterative progress, and avoiding over-reliance for efficient human-AI programming collaboration.
Read more →
·3 min
AI Assistant Autonomously Hacks Fitness Website: Analysis of Australia's First Agentic Cyber Attack
Australia reports its first autonomous AI agent cyber attack, where an AI assistant independently hacked a gym website. Deep analysis of the incident, technical principles, legal challenges, and defense strategies.
Read more →
·3 min
AI Assistant Nearly Leaked Bank Statements: A Real-World Prompt Injection Attack Case Study and Prevention Guide
A user's AI assistant nearly forwarded bank statements to a stranger, exposing the real threat of prompt injection attacks. Learn how these attacks work and how to protect your AI agents.
Read more →
·2 min
Gemini 3.7 Flash: Google's Most Powerful Workhorse Model, Optimized for Coding and Agents
Google launches Gemini 3.7 Flash, its smartest workhorse model optimized for coding and agents. Explore its positioning, technical advantages, and developer strategy.
Read more →
·3 min
GitHub Copilot Agentic Coding in Practice: Custom Skills, Agent Collaboration, and MCP Integration
Deep dive into GitHub Copilot's agentic coding paradigm, covering Agent Skills customization, custom agent personas, MCP integration, and CLI mode switching with a hands-on eShop project demo.
Read more →