Playbooks, templates, tools, and guides. Everything you need to build with AI agents.
Build the exact folder structure Karpathy uses to give Claude persistent memory across sessions.
A misconfigured .map file exposed Anthropic's full Claude Code source. 60+ tools, 5 compaction strategies, subagent architecture. Most users are running at 10% capacity.
Implicit AI personalization is a black box. Karpathy argues your personal wiki beats it every time.
The conflict changed your cost model, your infrastructure risk, your fundraising environment, and your security requirements. Here's what to do about each one.
Andrej Karpathy shifted most of his token spend from writing code to building personal knowledge bases. Three folders, one schema file, no RAG. Here's the setup.
Most self-improving AI systems hit a wall because the improvement mechanism is fixed. This Meta paper makes the improvement process itself improvable.
Sierra's new tool generates production-grade agent configs from plain language descriptions. The 'builder of builders' pattern just arrived at enterprise scale.
Nous Research launched Hermes Agent — an open-source agent with multi-level memory that persists across sessions. The community is calling it the replacement for OpenClaw.
1,400+ public repos use it. 80K npm downloads. Paperclip is the de facto standard for agent heartbeat monitoring, and the adoption curve says something important.
Computer use shipped inside Claude Code. Your agent can now open apps, navigate interfaces, and verify its own work visually — all from the CLI.
A misconfigured source map just gave every agent builder a free architectural tour of Anthropic's production CLI.
Three free Anthropic tools that give your agents production-grade infrastructure most teams are still building from scratch.
A Claude skill that runs multiple sub-agents to roast your idea from different angles. Finally, a fix for sycophantic AI.
The guy who built Claude Code shared his actual workflow. 10-15 parallel sessions, self-evolving CLAUDE.md, zero SQL in 6 months. Here's exactly what he does.
One developer's setup for running AI agents around the clock. 18 cron jobs, 35 scripts, 6 custom skills, and a context system that gets smarter every day.
The skills, plugins, and repos that real developers are using with Claude Code right now. Tested, ranked, with install commands.
Andrej Karpathy dropped an autoresearch tool with a README that rewrites how you think about AI agents. Here's the part everyone skipped.
Sierra's agent builder, Glimpse's $35M raise, the benchmark that humbles every AI, and the GitHub repos blowing up. The agent economy just shifted.
Anthropic accidentally exposed docs about their next model. It sits above Opus. The cyber implications are what should worry you.
Humans score 100%. The best AI scores 0.37%. There's $700K on the table. This is the scoreboard that matters.
One CLI to provision Vercel, Supabase, Neon, Railway, and more. Credentials in a vault. Billing through Stripe. This is a land grab.
Claude Code forgets everything between sessions. Letta's claude-subconscious gives it a persistent brain. Two commands to install.
Not screenshots. It reads the actual DOM. Parallel builder agents reconstruct everything. The output is production-ready.
Describe what you want. Claude writes React components. Remotion renders MP4. 25,000 installs. The new default for dev content.
300+ firms, 2,500+ angels, family offices, and the full YC W26 database. Won't close your round but saves weeks of research.
The exact spreadsheet I use to compare LLM costs per task. Which models to use where, when to switch, and how I cut my API bill from $340/mo to $44/mo.
Most AGENTS.md files are useless. Here's the structure that actually makes AI agents productive in your codebase.
Everything I've learned using Claude Code 8 hours a day that isn't in the official documentation. Keyboard shortcuts, hook patterns, and undocumented features.
The exact setup sequence for OpenClaw that avoids the security mistakes 80% of new users make. Gateway config, plugin vetting, cost controls.
Claude Code's auto mode is powerful but opaque. Here's what actually happens to your context, what gets pruned, and how to prevent losing important information.
A senior Google engineer dropped a 424-page doc covering every agentic design pattern at the frontier. Every chapter is code-backed. Here's what matters and what you can use today.
How we built Agentic Edge — a newsletter that curates itself. 376 sources, keyword scoring, trending detection, zero API costs. Full architecture and code.
Every RSS feed, subreddit, newsletter, and API we pull from — organized by signal quality. Use this as your own reading list.
25 banned phrases, 6 writers to study, and the exact formula for newsletter copy that doesn't sound like ChatGPT wrote it.
The exact keyword lists, multipliers, and penalty system we use to score articles locally. No API key needed. Copy this for your own newsletter.
The two-website architecture, feedback loop, and preference engine that makes each newsletter better than the last.
Why we went custom instead of Buttondown or Substack, the exact pricing tiers, and how to set up Stripe Checkout in 30 minutes.
The exact tools, patterns, and CLAUDE.md structures that top developers are using in March 2026 to write better code with AI agents. Sourced from real Reddit threads.
The exact CLAUDE.md file structure used by top developers. Three tiers, negative constraints, lessons learned section. Just fill in your stack.
Every tool, MCP server, and plugin that real developers mentioned on Reddit this month. Tested, ranked, with install instructions.
Drop these into your project. Ready to use.
Project context for Claude Code. The template every project needs.
Constraints, danger zones, verification steps. Not a tech stack list.
Next.js + Claude API + Prisma. Pre-configured for agent projects.
FastAPI + SQLAlchemy + Claude. Agent rules baked in.
Security, performance, readability. Drop into .claude/skills/
OWASP Top 10 checklist as a Claude skill. Catches what you miss.
Edge cases, failure modes, AAA pattern. Makes Claude write real tests.
Tests, lint, typecheck, secret scan. Nothing broken gets committed.