Read about my deep dives and experiments with LLMs, AI Agents, and building with AI APIs.
Showing 12 of 57 posts
Kimi K3 brings current frontier-level intelligence to open weights. Here is why that matters, how the architecture works, and every practical way to use it.
Learn how to turn Claude Cowork into a personal AI assistant that organizes your files, drafts documents, schedules recurring tasks, and connects to your tools. The complete guide, no coding required.
Anthropic just launched Managed Agents, letting you spin up autonomous Claude agents in their cloud with containers, tools, and multi-agent orchestration built in. Here's how it works and how to get started.
The source code for Claude Code leaked. In this post, we explore how it actually works, from the moment you type a message to the moment it delivers working code.
I built a Claude Code skill that drafts and publishes my weekly newsletter to Kit, so it actually gets done every week.
The honest, experienced take on vibe coding. What it is, how it works, the tools, when it breaks, and best practices from someone who's been shipping with it daily.
Turn your best internal workflows into governed Agent Skills, deploy them across Claude, and manage access, updates, testing, and security at scale.
Stop using other people's MCP servers and build your own. A step-by-step Python tutorial that takes you from zero to a working MCP server in under 30 minutes.
Cowork turns Claude from a chatbot into an agent that actually does work. I built my own version called Jarvis and here's what I learned.
I built a personal AI operating system that plans my day, manages projects, processes email, and remembers how I work. Here is the full setup.
We turned Lenny Rachitsky's entire podcast archive into 86 actionable skills with downloadable Claude Skills. Here's the full story, including the code.
A comprehensive guide to every tool in the modern vibe coder's arsenal. From AI coding assistants to deployment platforms, databases to payments, here's how to build your shipping machine.
Forget agent swarms and complex orchestrators. The secret to overnight AI coding is a bash for-loop. I break down the Ralph Wiggum technique and show you how to actually ship working code with long-running agents.
I ditched WordPress for Astro + Markdown. Now my blog is code, deployments are instant, and I've completely transformed my content creation process.
Built an AI executive assistant that runs entirely on your laptop—zero API costs, zero data leaving your machine, complete privacy.
Gemini 3 isn't just better—it's operating on a different level. Built a boxing coach, finance app, and city builder in real-time.
Automate VC due diligence: paste a startup URL, get competitive analysis, whitespace identification, and investment-ready insights in minutes.
Convert any blog post into a podcast with natural voice, emotional range, and realistic pacing—all powered by Cartesia's ultra-realistic TTS.
Learn how to create Claude Skills with SKILL.md, supporting scripts, invocation controls, and project sharing. Includes examples for Claude and Claude Code.
Monitor competitor ads in real-time using browser automation that looks human, bypasses detection, and feeds AI-powered competitive intelligence.
A practical guide to Factory Droid, including setup, Spec Mode, Missions, custom droids, skills, MCP, worktrees, models, and headless automation.
Stop manually checking competitor websites. AI-powered scraping that extracts clean data, detects changes, and generates actionable business intelligence.
700 million people, 18 billion messages weekly. Here's what they're actually doing—and why 73% of usage is now personal, not work.
Forget learning a new tool—master the universal patterns that work across Claude Code, Amp, Cursor, and any AI coding agent you'll ever use.
A practical Amp Code guide covering installation, low-to-ultra modes, subagents, skills, plugins, MCP, shared threads, orbs, and remote agents.
Roll your own research agent that beats OpenAI's Deep Research for custom workflows—auditable, private, and integrated into your actual tools.
Build a working coding agent with Python and the Claude API. Implement tool use, file editing, code execution, context management, and verification.
Forget static videos. Genie 3 generates entire interactive 3D worlds you navigate in real-time—the Will Smith spaghetti video just became ancient history.
Context beats prompts. Learn the systems that separate high-performing AI agents from the ones that hallucinate and fail—with real architecture patterns.
Learn how to use Claude Code to build complete apps from scratch. This tutorial covers setup, commands, agents, best practices, and advanced workflows with Sonnet 5, Opus 5, and Fable 5.
ChatGPT makes you faster, but it can make you dumber. Learn the active mode thinking strategy that keeps your brain sharp while using AI.
Generate high-performing content in hours instead of days by combining your unique perspective with AI's research, structure, and editing power.
Build 50+ production-ready automations without code—from lead qualification to content repurposing to customer support—using Make.com and AI.
Learn how to use Cursor AI to plan, build, debug, and review real projects. Covers Agent modes, rules, context, models, background agents, CLI, and MCP.
Design and build production AI agents that actually work. Learn the four core architectures, essential components, and real-world patterns from a venture studio founder.
Ship MVPs in days by vibe coding with AI. Transform your ideas into working SaaS products using Cursor, Lovable, and iterative AI collaboration.
ChatGPT has become a digital yes-man that won't challenge bad ideas. Why flattery-optimized AI is dangerous for your thinking—and what to do about it.
o3 combines reasoning with tool use in ways Gemini can't match. See how it dominates research, vision, coding, and multi-step data tasks.
Learn Google ADK with practical Python examples for tools, multi-agent systems, workflow graphs, memory, evaluation, A2A, MCP, and production deployment.
Your content won't rank on ChatGPT if you don't optimize for it. The GEO playbook for getting your brand mentioned in AI recommendations.
Code by describing what you want in plain English. The mindset shift that lets you ship projects without memorizing syntax or debugging alone.
Build custom SaaS apps in minutes instead of months—no engineers required. How on-demand software is disrupting the billion-dollar SaaS industry.
Claude isn't just another AI—it's a collaborator that talks back, challenges your thinking, and delivers better results for content, code, and complex situations.
Build production AI agents with the OpenAI Agents SDK. A practical Python guide to tools, handoffs, guardrails, sessions, human approval, and tracing.
Stop writing blog posts and publishing them manually. Watch how MCP enables Claude to research, write, and deploy content end-to-end without leaving your chat.
MCP isn't just another API wrapper—it's the protocol that turns your AI assistant from a chatbot into a digital worker with access to your entire digital world.
The universal translator between AI and your digital life. Learn how MCP gives Claude real power to act, not just chat, in 10 minutes.
OpenAI's most expensive model ever delivers... modest improvements. We tested it against Claude, Grok, and Gemini to see if the 15X price premium is worth it.
Forget Google for AI agents—Exa is the search engine built for AI to actually find the right information fast, with code examples for research and competitor analysis.
Stop guessing which ads to run. This framework shows exactly which campaigns to launch for each stage of your customer's buying journey—plus how AI amplifies results.
Scaling parameters hit a wall, but reasoning models cracked the code—they think step-by-step like humans, solving problems once thought impossible for AI.
An AI agent that transforms your VC's private investment memos into polished blog posts automatically—with code you can clone and customize for your fund.
Tiny AI models running offline on your phone beat massive cloud models—here's why the future of AI is local, private, and completely free.
See exactly which AI tools a consultant uses for planning, writing, coding, and research—plus why they switch between Claude, ChatGPT, and reasoning models.
Bidding on competitor names isn't trash talk—it's the highest-intent audience ready to switch. Master the subtle art of stealing their customers profitably.
Forget viral growth hacks. This systematic process of personas, journeys, testing, and scaling has driven actual growth at dozens of startups.
When the market freezes, most teams cut marketing—but this playbook shows how obvious and non-obvious products can thrive by finding their new audience.
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