#Agentic OS

695 related articles

Jul 27, 2026·3 min

GitHub Agentic Workflows in Practice: Automating Cross-Repository Documentation Updates

Learn how GitHub Agentic Workflows automate cross-repo documentation updates. See the Aspire team's AI-driven approach: event triggers, smart drafting, and SME review to keep docs in sync with code.

GitHub Daily · July 24: Agentic Tools …

Jul 24, 2026·3 min

GitHub Daily · July 24: Agentic Tools Blossom Everywhere, From CMS to Databases Embracing AI

GitHub Trending July 24: Agentic capabilities go from concept to standard, with Instatic and Chat2DB embedding AI deeply into CMS and database clients.

GitHub Daily · July 24: Agentic Tools …

Jul 24, 2026·3 min

GitHub Daily · July 24: Agentic Tools Blossom Everywhere, from CMS to Databases Embracing AI

GitHub Trending July 24: Agentic capabilities go from concept to standard feature. Instatic and Chat2DB deeply integrate AI into CMS and database clients, while dive-into-llms remains the go-to Chinese LLM tutorial.

Jul 10, 2026·5 min

Agentic MapReduce: The Key Architecture for AI Agents to Achieve Distributed Reasoning Across Entire Codebases

Cognition's Agentic MapReduce architecture combines classic distributed computing with autonomous agents to break LLM context window limits, enabling multi-Agent parallel reasoning across entire codebases.

Jul 10, 2026·3 min

GPT-5.6 Revealed: What a 54% Token Efficiency Boost in Agentic Coding Actually Means

Sam Altman revealed GPT-5.6 boosts token efficiency 54% in agentic coding — meaning near-halved API costs, longer work chains, and faster responses. A deep dive into the technical implications for developers.

Jul 7, 2026·7 min

Agentic AI Reshapes Genomic Interpretation: A SOTA Case Study in Interstitial Lung Disease Diagnosis

How Agentic AI achieves SOTA performance in interstitial lung disease (ILD) genomic interpretation through autonomous planning, multi-step reasoning, and tool calling—and its clinical impact.

After Spending $85,000: Real-World Les…

Jul 6, 2026·2 min

After Spending $85,000: Real-World Lessons and Cost Insights from Lovable's Agentic Coding Journey

Lovable spent $85K on API tokens scaling Agentic Coding. Key lessons: context management, model routing, circuit breakers, and ROI tracking for AI-driven development.

MCP Isn't Dead! Anthropic's Two Power Moves Cut Costs by 85% + 12 Agentic Patterns Fully Explained

Industry Insights

Jun 1, 2026·3 min

MCP Isn't Dead! Anthropic's Two Power Moves Cut Costs by 85% + 12 Agentic Patterns Fully Explained

Deep dive into MCP's cloud repositioning strategy, how Anthropic cuts token costs by 85% with Tool Search and code sandboxes, and 12 Agentic patterns for production-grade AI Agents.

Build a Claude Code Agentic OS in 3 Steps — Stop Using AI Like a Slot Machine

Tutorials

May 30, 2026·3 min

Build a Claude Code Agentic OS in 3 Steps — Stop Using AI Like a Slot Machine

Learn how to transform Claude Code from a random prompting tool into a systematic Agentic OS through three layers: architecture, Obsidian memory, and an observability dashboard.

SGLang Hosts Agent Loops Office Hour, Focusing on Agentic Loop Architecture Optimization

Tech Frontiers

May 30, 2026·1 min

SGLang Hosts Agent Loops Office Hour, Focusing on Agentic Loop Architecture Optimization

SGLang team hosts an Agent Loops Office Hour exploring inference optimization for agentic loops, covering KV Cache reuse, low-latency multi-turn dialogue, and tool calling techniques.

Jul 29, 2026·4 min

11-Node LangGraph in Practice: Complete Architecture Breakdown of a Compliance-Grade RAG Agent

Deep dive into an 11-node Agentic RAG agent built with LangGraph, featuring 6-way intelligent routing, hallucination guards, PII masking, circuit breakers, and zero-cost deployment.

Jul 29, 2026·3 min

Ollama API Key Proxy: Multi-Key Rotation to Solve Rate Limiting Issues

Learn how Ollama API Key Proxy solves cloud LLM rate limiting through reverse proxy with round-robin key rotation, 429 auto-cooldown, and smart retry logic.

Jul 28, 2026·2 min

Bun Now Generates CLAUDE.md by Default: The AI-Native Development Era Has Arrived

Bun runtime now generates a CLAUDE.md file by default with bun init, signaling AI assistants becoming first-class citizens in the development toolchain.

Jul 28, 2026·4 min

Microsoft Open-Sources AI Agent Governance Toolkit: Comprehensive Coverage of OWASP Top 10 Risks

Microsoft open-sources agent-governance-toolkit covering all OWASP Agentic Top 10 risks through policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for production AI Agent deployment.

Jul 28, 2026·3 min

GitHub Daily · July 28: From Claude Code Skill-ification to AI Agent Governance, the Toolchain Matures

GitHub Trending July 28: Microsoft's agent-governance-toolkit covers OWASP Agentic Top 10, book-to-skill gains 366 stars showing Claude Code skill ecosystem potential, plus browser-based 3D and GIS tools.

Jul 28, 2026·2 min

Three Major Updates to Gemini API Managed Agents: Free Tier, Cost Controls, and Scheduled Triggers

Google Gemini API Managed Agents launches three key updates: Free Tier for universal access, Cost Controls for budget safety, and Scheduled Triggers for automated execution.

Jul 28, 2026·3 min

Kimi K3 Reaches 2.5T Parameters, MiniMax M3 Pro Brewing Simultaneously: China's LLM Arms Race Escalates

Kimi K3 adopts new architecture with 2.5T parameters and 1M token context. MiniMax M3 Pro targets 2.7-3T. OpenAI surpasses 7M users, HY-OCR 1.5 achieves SOTA, Amap launches world model.

Jul 28, 2026·3 min

Kimi K3 Hands-On Tutorial: Claude Code Sub-Agent Configuration & GPT-5.6 Comparison Test

Complete guide to configuring Kimi K3 as a Claude Code sub-agent, including API setup, YFlow workflow building, and head-to-head comparison with GPT-5.6 and Claude Fable 5.

Jul 28, 2026·3 min

Kimi K3 Deep Dive: How a 3 Trillion Parameter Open-Weight Model Reaches the Frontier

Deep dive into Kimi K3: the largest open-weight model at 3 trillion parameters, surpassing Opus-level models in Agentic coding with 896-expert MoE architecture, 1M token context, at Sonnet pricing.

Jul 28, 2026·3 min

What Are Agent Skills? A Detailed Guide to AI Agent Skill System Architecture and Principles

A deep dive into AI Agent Skills: understand the core concepts and technical implementation through the four key elements — SKILL.md, references, scripts, and assets — and learn how Skills differ from prompts.