4d ago · 8 min read · 5 Agentic Workflow Patterns Every AI Developer Needs Photo by Christina Morillo on Pexels You've built a few AI agents, but they feel clunky. One agent gets stuck in loops, another can't handle complex multi-step tasks, and your third attempt at coo...
Join discussion6d ago · 7 min read · Photo by Brett Sayles on Pexels You're staring at your AI agent's lackluster responses, wondering why it keeps hallucinating facts about your company's products. The truth is, most developers jump straight into building agents without understanding t...
Join discussionMay 7 · 17 min read · CLI is the new MCP. Slogan aside: CLI is super powers handed to Claude, Codex, and every agent that codes for you. Letting coding LLMs verify their own work programmatically gives them an unfair advantage over classic fullstack apps that didn’t ship ...
Join discussion
May 6 · 10 min read · The morning ritual of the vibe-business-coder. You open your macbook and you don't ask what your agents produced overnight 🤓 You ask what they broke. You walk the floor. Logs, drifts, hotfixes. You're not running an autonomous company, you're pullin...
Join discussion
May 4 · 7 min read · Over 73% of AI agent implementations in production now leverage tool-calling capabilities, transforming simple chatbots into autonomous systems that can interact with APIs, databases, and external services. Tool use has become the cornerstone of prac...
Join discussionMay 2 · 9 min read · A hidden behavior makes Claude Haiku 4.5 cost five times less than Opus 4.7. GPT-5 mini runs at one-seventh the price of GPT-5.2. And Gemini 3.1 Flash-Lite? Cents per million tokens, real-time inference. In 2026, if you use AI, you probably use one o...
MMax commented
May 2 · 7 min read · We're building increasingly sophisticated AI applications, but there's a problem: our language models are brilliant at reasoning but terrible at taking action in the real world. They can't fetch data from APIs, execute code, or interact with external...
Join discussionMay 1 · 11 min read · Every Claude Code refusal issue from April reads the same way. A subagent reads a few files. Then it stops. Not an error. Not a timeout. The subagent produces a polite report explaining it has received a system instruction not to augment the code, an...
Join discussion
Apr 30 · 12 min read · Stunned, a SaaS founder watched an AI agent wipe his production database in 9 seconds. Backups included. He posted it on X, 6.5 million views, every tech outlet relayed within 24 hours. The defendants named: Cursor, Railway, Anthropic. His vendors. T...
Join discussion
