Starlog — Page 4
// LATEST
Data & Knowledge
PixelRAG: Why This Project Screenshots Wikipedia Instead of Parsing It
LLM Engineering
The Fragile Economics of Free AI: Mapping the Great Inference Subsidy Wars
AI Dev Tools
Inside the Hidden Instruction Layer: What 43,000 Stars Worth of Leaked AI System Prompts Reveal
AI Agents
GBrain: The AI-Native Knowledge Base That Tells You What It Doesn't Know
AI Agents
Why Your AI Coding Agent Keeps Forgetting What It Built: The Five-Subsystem Harness Solution
AI Dev Tools
mex: How Append-Only Logs and Routing Tables Solve AI Agent Amnesia
Cybersecurity
OpenAnt: Why This Open-Source Security Tool Makes LLMs Prove Exploitability Before Crying Wolf
LLM Engineering
Shard: Proving LLM Inference Can Work Across Scattered GPUs and Terrible Internet
AI Dev Tools
Frfr: Why Pre-Extracting Facts Beats Retrieval for High-Stakes Document Q&A
Developer Tools
The Indie Hacker's AI Arbitrage Kit: Inside 50+ Generative SaaS Templates That Treat Code as Commodity
AI Agents
SkillOpt: Training Prompt Libraries Like Neural Networks for Frozen LLMs
AI Agents
Inside Visa's Nine-Stage LLM Pipeline for Automated Vulnerability Discovery
Developer Tools
Pi: A Coding Agent Toolkit That Treats Your Sessions as Training Data
AI Agents
Building a Stateful Email Client on the Edge: Inside Cloudflare's Agentic Inbox
Infrastructure
Cua: The Missing Infrastructure Layer for Computer-Use AI Agents
Cybersecurity
Trivy's Monolithic Architecture: Why a 500MB SQLite Database Beats Microservices for Security Scanning
Developer Tools
Open Notebook: Building a Self-Hosted NotebookLM Clone with Multi-Provider AI
AI Agents
ALE: Evaluating AI Agents on Real Professional Work Without Giving Them the Answers
AI Dev Tools
Ponytail: Teaching AI Agents to Delete Code Before Writing It
AI Agents
SCOUT-2: When Your AI Assistant Needs Admin Privileges (and Why That's a Problem)
AI Agents
SCOUT-2: When Multi-Provider LLM Abstraction Meets Desktop Reality
LLM Engineering
Nanocoder: The Terminal Coding Agent That Lets You Switch Models Mid-Conversation
Developer Tools
ASI-Evolve: LLM-Driven Evolutionary Programming with a Ground Truth Oracle
AI Agents