> your AI agent picks dependencies from memory; give it dated facts — try starlog.dev ↗ vet your agent's deps ↗ vibe-coding is fine. vibe-importing isn’t. — try starlog.dev ↗ vibe-importing isn’t fine ↗ your agent has never seen your private packages — try starlog.dev ↗ facts for private packages ↗ a linter for the dependencies your AI agent picks — try starlog.dev ↗ a linter for agent deps ↗

All articles

AI Agents

Deep-dives on autonomous AI agent frameworks, multi-agent orchestration, and tool-use runtimes — how the systems behind agentic coding and research actually work.

259 articles

AI Agents

ALE: Evaluating AI Agents on Real Professional Work Without Giving Them the Answers

★ 640 Python Jun 15, 2026
AI Agents

SCOUT-2: When Your AI Assistant Needs Admin Privileges (and Why That's a Problem)

★ 52 Python Jun 14, 2026
AI Agents

SCOUT-2: When Multi-Provider LLM Abstraction Meets Desktop Reality

★ 52 Python Jun 14, 2026
AI Agents

Vigolium: The Vulnerability Scanner That Runs an LLM Inside Go

★ 674 Go Jun 12, 2026
AI Agents

LobeHub: The Agent Orchestration Platform That Treats AI as Your Employee, Not Your Chatbot

★ 78.5k TypeScript Jun 10, 2026
AI Agents

OpenSRE: Building the SWE-bench for Production Incidents

★ 6.7k Python Jun 9, 2026
AI Agents

Agent Orchestrator: Git Worktrees Are the Secret to Parallel AI Coding

★ 7.4k TypeScript Jun 7, 2026
AI Agents

OpenSandbox: Building Production-Grade Isolation for AI Agents That Actually Execute Code

★ 11.2k Python Jun 4, 2026
AI Agents

Strands Agents: The Missing Link Between MCP Servers and Multi-Provider AI Agents

★ 6.0k Python Jun 2, 2026
AI Agents

Starlog Index: Teaching AI Agents to Stop Installing Lodash in 2025

★ 1 TypeScript Jun 1, 2026
AI Agents

aenv: Version-Controlled Environments for AI Coding Agent Configuration

★ 1 Rust Jun 1, 2026
AI Agents

UltraCode-Shim: Hijacking Claude Code's Premium Mode for Any LLM

★ 125 Python Jun 1, 2026
AI Agents

Building Plugin Systems That Don't Suck: External Agents and the Process-Based Protocol Pattern

★ 16 Go May 27, 2026
AI Agents

Audit: An 8-Stage LLM Pipeline That Hunts Vulnerabilities Through Adversarial Validation

★ 463 Python May 24, 2026
AI Agents

Emergence World: Testing Whether LLMs Can Build Societies That Don't Collapse After Three Days

★ 157 May 24, 2026
AI Agents

Warp Terminal's Block Architecture: Why Treating Commands as Data Structures Changes Everything

★ 59.8k Rust May 24, 2026
AI Agents

ECC: The Agent Harness Optimization Framework That Crossed 186K Stars Without You Noticing

★ 186.6k JavaScript May 19, 2026
AI Agents

Comanda: Orchestrating Multi-LLM Agent Workflows with Declarative YAML

★ 314 Go May 15, 2026
AI Agents

Learning MCP Security the Hard Way: Inside the Damn Vulnerable MCP Server

★ 1.3k Python May 15, 2026
AI Agents

Building a Department of AI: How contains-studio/agents Turns Claude Code Into a Cross-Functional Team

★ 12.4k May 15, 2026
AI Agents

Burp Suite Meets Claude: Inside PortSwigger's MCP Server Architecture

★ 781 Kotlin May 15, 2026
AI Agents

Building a Parallel Coding Agent Fleet with Git Worktrees and Autonomous Feedback Loops

★ 7.0k TypeScript May 15, 2026
AI Agents

Oh-My-ClaudeCode: Orchestrating Multi-Agent AI Teams with Staged Pipeline Workflows

★ 33.9k TypeScript May 15, 2026
AI Agents

Open Multi-Agent: TypeScript's Answer to Automatic AI Workflow Orchestration

★ 6.1k TypeScript May 15, 2026