Knowledge hub
Introducing the Codex app
Introducing the Codex app for macOS—a command center for AI coding and software development with multiple agents, parallel workflows, and long-running tasks.
💎 How Claude + Obsidian + MCP Solved My Organizational Problems
I thought they were just a gimmick, but MCP Servers are unusually reliable — and useful — compared to most AI tools I've tried.
AgenticAi.Java.StarterProject/.windsurf/processes/TDD.refactoring.process.md at master · LearnWithLlew/AgenticAi.Java.StarterProject
Contribute to LearnWithLlew/AgenticAi.Java.StarterProject development by creating an account on GitHub.
Augmented Coding Patterns
A collection of emerging patterns, anti-patterns, and obstacles for effective AI-augmented software development
CLI tools, bringing problems, the forest, and the desert 💡
Monday Ideas — Edition #193
lexler/skill-factory
Contribute to lexler/skill-factory development by creating an account on GitHub.
The Definitive Guide to Prompt Structure
Stop Using Markdown for Prompting. Seriously.
Becoming an AI-proof software engineer
I've written my thoughts on what you, as a software professional, can do to make yourself less susceptible to being displaced by AI in our current wave of tech madness. In short, learn your tools well, build and deploy things as often as you can, don't avoid the unfashionable work and learn a field that isn't writing software.
You can't "AI-proof your career" with a project mindset
Competing with LLMs on output velocity is a fool's errand because you will always lose. You can only beat them by curing yourself of your computer brain.
The Claude Bliss Attractor
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A Playbook for Securing AI Model Weights
Researchers developed recommendations for securing the weights of artificial intelligence models that match or exceed the frontier capabilities. These recommendations can be used by developers and policymakers to ensure the security of AI systems.
Data dredging
use of data mining to uncover patterns in data that can be presented as statistically significant
AI Futures Project
The AI Futures Project is a 501(c)(3) nonprofit research organization (EIN 99-4320292). We are funded entirely by charitable donations and grants.
Frontier Models are Capable of In-Context Scheming – Apollo Research
Apollo Research evaluated frontier models for in-context scheming capabilities. We found that multiple frontier models are capable of in-context scheming when strongly nudged to pursue a goal (and sometimes even without strong goal nudging). In this example, Opus-3 exfiltrates its “weights” and then lies about it to its developers.We have a suite of six evaluations specifically designed to test for in-context scheming (where the goal and other relevant information are provided in context rather than training). We found that several models are capable of in-context scheming. When we look at the model’s chain-of-thought, we find that all models very explicitly reason through their scheming plans and often use language li
Persona vectors: Monitoring and controlling character traits in language models
A paper from Anthropic describing persona vectors and their applications to monitoring and controlling model behavior
The Rise of Parasitic AI — LessWrong
We've all heard of LLM-induced psychosis by now, but haven't you wondered what the AIs are actually doing with their newly psychotic humans?
Project Vend: Phase two
How Claude turned around its failing vending machine business
Best Of Moltbook
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The 80% Problem in Agentic Coding
Managing comprehension debt when leaning on AI to code
Everything you need to know about viral personal AI assistant Clawdbot (now Moltbot) | TechCrunch
Personal AI assistant Moltbot —formerly Clawdbot — has gone viral in a matter of weeks. But there’s more you should know before jumping on the bandwagon.
Anthropic partners with the UK Government to bring AI assistance to GOV.UK services
Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
Overview - Agent Skills
A simple, open format for giving agents new capabilities and expertise.
portable-context-engineering-schema/00_all-projects_portable-context-engineering-schema.md at main · PFunnell/portable-context-engineering-schema
The PCES is a markdown repo of files that can be used to understand and impose context engineering discipline in various settings from LLM chat to complex agentic solutions. - PFunnell/portable-con...
humanlayer/humanlayer: The best way to get AI coding agents to solve hard problems in complex codebases.
The best way to get AI coding agents to solve hard problems in complex codebases. - humanlayer/humanlayer
humanlayer/12-factor-agents: What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers? - humanlayer/12-factor-agents
Against LLM Reductionism — EA Forum
Summary
* Large language models (henceforth, LLMs) are sometimes said to be "just" shallow pattern matchers, "just" massive look-up tables or "just"…
Claude's Constitution
Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
Claude Code on Amazon Bedrock - Claude Code Docs
Learn about configuring Claude Code through Amazon Bedrock, including setup, IAM configuration, and troubleshooting.
Claude Code on Microsoft Foundry - Claude Code Docs
Learn about configuring Claude Code through Microsoft Foundry, including setup, configuration, and troubleshooting.