Tagged: ai-agents
36 posts
Business Insider reported
From Junior to 10x Senior
Inside Meta's push to turn employees into AI builders
Karpathy hasn't written code since December
presented at DataCamp
published a piece
says his clients now request
software dev job postings are up 15%
Software dev job postings trend (FRED data)
The law firm model for software developers and agencies
Ran Aroussi
— Ran Aroussi
The middle of the org chart is dissolving
AI agents aren't replacing engineers. They're replacing the coordination layer that justified large teams. The 15-person team is becoming a 3-person pod, and the roles caught in between are the ones that disappear.
aimux: A Control Plane for AI Agent Swarms
When you're running multiple AI coding agents across terminals, you lose track of what each one is doing. aimux multiplexes them into a single dashboard with full visibility, trace inspection, annotation for evaluation, and now infrastructure support for scaling agents to Kubernetes.
MetaClaw: Continual Meta-Learning for LLM Agents
Teaching Your AI Agent to Learn From Its Mistakes
Your AI coding agent makes the same mistakes over and over. What if it could learn from corrections, track which skills cause failures, and tell you whether it already fixed the problem? I built a closed-loop learning system for my coding agent, inspired by a meta-learning paper, and here's how it works.
From Autoresearch to Autoimprove: Generalizing the Agentic Experiment Loop
autonomous optimization loop
From Autoresearch to Autoimprove: Generalizing the Agentic Experiment Loop
Autonomous optimization loop for AI agents. Covers the autoresearch pattern, the improve.md format, goal-aware test generation, guard metrics, 10 domain templates, and real-world results on a RAG search engine.
Your CLAUDE.md Is Probably Too Long
Most CLAUDE.md files are bloated with instructions the model already knows, documentation meant for humans, and duplicate rules that compete for limited attention. Here's how to fix yours.
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Best Practices for Claude Code
CLAUDE.md Best Practices from Prompt Learning
How Claude remembers your project
How to Write a Good CLAUDE.md File
Writing a good CLAUDE.md
aimux
A terminal multiplexer for AI coding agents. Covers the visibility problem with multi-agent workflows, agent discovery, split-view tracing, annotations, OTEL integration, and MLflow export for evaluation.
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