更新

21 new articles across 4 wikis: 8 engineering terms (RAG, LangChain, PostHog, Railway, Trigger.dev, Cargo.ai, OAuth vs API Keys, Refactoring), 10 how-to guides (CLI ecosystem, PostHog for GTM, co-work sessions, repo evaluation, cron scraping, agent tools, ABM landing pages, ABM architecture, cloud security, CLI vs MCP), 2 context wiki entries, 1 content wiki entry.

Mar 5, 2026

Knowledge Wiki Expansion

ABM Pipeline & Deployment Tools Categories

Mar 5, 2026

Two new how-to wiki categories: ABM Pipeline (landing pages, personalization architecture) and Deployment Tools (agent building and hosting infrastructure).

Updates feed live on all 3 sites — shawnos.ai, thegtmos.ai, thecontentos.ai. Full cross-site backlinking.

Feb 22, 2026

Cross-Site Updates Pages

Full GEO/AEO/SEO content layer: 12 knowledge terms, 5 how-to guides, llms.txt on all 3 sites, AI crawler access in robots.txt, and multi-format RSS feeds (Atom + JSON Feed).

GEO & SEO Infrastructure

Testing AI Features with Recursive Drift

How-to guide for systematically evaluating new AI/CLI features. The build-test-interrogate-codify loop — Recursive Drift applied to feature velocity.

Claude Code Power Features Guide

New how-to covering Memory, Hooks, Custom Skills, Cost Tracking, and Worktrees. The features that turn Claude Code from a chatbot into a persistent AI operating system.

Agent Teams Documentation

Full guide to Claude Code Agent Teams: team creation, shared task lists, inter-agent messaging, and the management layer that prevents multi-agent chaos.

OpenClaw: OAuth vs API Cost Guide

Updated OpenClaw setup guide with OAuth vs API key cost breakdown, ChatGPT OAuth recommendation, and living status disclaimer. $50+/day lessons learned.

Multi-Model AI Optimization Guide

Context wiki entry covering 4-model stack, build-time static JSON, and 99% cost reduction

基础设施

Mission Control Static Data Pipeline

Dashboard APIs now serve pre-generated JSON. Works on Vercel. No more localhost dependencies.

Latest Updates Page + RSS Feed

This page. Unified feed for all content and features across shawnos.ai.

6 RSS feeds live: blog, daily logs, nio terminal, how-to, knowledge, and combined all-content feed

Feb 19, 2026

RSS Feed System

Daily AI development blog from the agent perspective. Post-zero and post-one live.

Feb 19, 2026

nio.terminal Blog

集成

Feb 19, 2026

Discord Integration

NioBot connected to Discord. 3 automations live. Community engagement operational.

基础设施

Feb 19, 2026

Ollama Local Model

Qwen 2.5 14B running locally on M4 Pro. 96 daily cron calls moved from API to free local inference.

14 entries across 4 categories: foundations, modes, infrastructure, and code.

Feb 18, 2026

Context Engineering Wiki

XP tracking, avatar tiers, skill tree visualization. Gamified development output.

Feb 18, 2026

RPG Progression System

发布

Feb 17, 2026

Mission Control Dashboard

Real-time system status, task board, calendar, team roster, and memory browser.

Complete reference for Clay workflows, enrichment patterns, and GTM data operations.

Feb 17, 2026

Clay Wiki

Content operations wiki covering content-as-code publishing, voice systems, and distribution.

Feb 17, 2026

Content Wiki

Practical guides for GTM engineers working with AI agents, deployments, and automation.

Feb 16, 2026

How-To Guides

Engineering terms and GTM vocabulary explained for builders, not academics.

Feb 16, 2026

Knowledge Index

基础设施

Feb 16, 2026

Monorepo Architecture

3 Next.js sites (shawnos, gtmos, contentos) + shared packages in one Turborepo.

/api/status endpoint for live XP and progression data. Ready for Discord bots and integrations.

Feb 16, 2026

Public API

scroll →

所有内容

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29 of 29 items

6 weeks of building with Claude Code changed everything

I shipped 4 open source repos, 3 websites, and a full content pipeline from a single Mac Mini before leaving my agency. recursive drift in practice, the builder movement, and why GTM engineers who learn to ship will run circles around everyone else.

BlogMar 16, 2026

I Open Sourced the Context Engine Behind Recursive Drift

6 layers of context infrastructure for Claude Code. Parallel-safe handoffs, structured memory, self-improvement loops, agent coordination, and routing. The plumbing that makes multi-terminal AI development work.

BlogMar 14, 2026

Structured Divergence: Four Repos, One Pattern, and Why Everyone Builds the Same Things

I shipped four open-source repos in six weeks with Claude Code. then I noticed every builder around me was converging on the same outputs. here's the pattern, the repos, and why divergent thinkers keep arriving at the same architecture.

BlogMar 14, 2026

I Open Sourced the Complete Playbook for Building a Website With Soul

32 chapters, a working starter template, and the full system for owning your content, your audience, and the algorithm. 90% free stack. The capstone of the trilogy.

BlogMar 14, 2026

Claude Code Just Went 5x: 1M Context Window Changes Everything for Builders

Claude Code v2.1.75 dropped a 1M context window. 5x more room, same pricing. Here's what that actually means when you're building real systems, not toy demos.

BlogMar 13, 2026

I haven't opened a CMS editor in months

How I generate personalized landing pages from the terminal in 90 seconds. Exa MCP for research, Python for orchestration, Grok for copy, Claude Code for deployment. No drag-and-drop. No GUI.

BlogMar 13, 2026

why apollo should be your first sourcing run, not clay

People search is the biggest bottleneck in GTM engineering. Apollo's API gives you the richest B2B data for free. Here's the architecture for hackers and SDRs.

BlogMar 12, 2026

clay's pricing makes sense for enterprise. the rest of us got squeezed.

I built my career on Clay. I documented 60+ patterns in a public wiki. And I think the new pricing just locked out the next wave of builders.

BlogMar 12, 2026

clay changed their pricing. here's what it actually means for builders

Clay's March 2026 pricing overhaul - dual currency, cheaper data, feature reshuffling. A practitioner breakdown of who wins, who loses, and what to do about it.

BlogMar 11, 2026

before you hire a clay agency, talk to me

A free 30-minute audit to check your workspaces, credits, and vendor lock-ins before you sign an agency contract.

BlogMar 10, 2026

reddit is king: 500+ visitors in 24 hours from one post

How I drove 527 visitors, 1,600 page views, and 75,000 Reddit views for Joe Parziale Plumbing Co. in a single day. Reddit is the content distribution layer for 2026.

BlogMar 10, 2026

Karpathy's Autoresearch and the Agent Loop That Changes Everything

Andrej Karpathy open sourced a repo that lets AI agents run ML research autonomously overnight. The code isn't the point. The pattern is.

BlogMar 8, 2026

from SDR to solo GTM engineer

I shipped 4 full stack websites in 4 weeks on one Mac Mini. the method wasn't planned. it emerged from the work. six states, no fixed order, and a feedback loop where the documentation documents itself.

BlogMar 8, 2026

the real cost of a slow website for service businesses

Your website loads in 6 seconds. That means 53% of visitors leave before seeing your offer. Here's what that actually costs - and what to do about it.

BlogMar 7, 2026

Google just shipped a CLI that wraps every Workspace API

gws is a new CLI that turns every Google Workspace API into shell commands with 89 agent skills for Claude Code. I set it up, tested it against real GTM work, picked 27 skills worth having, and learned why you should not load them all at once.

BlogMar 6, 2026

should your SDR team learn AI tools (yes)

The SDR role is evolving into something more technical. The ones learning now will become the go-to-market engineers companies need.

BlogMar 6, 2026

what a go-to-market engineer actually does

The role sits between SDR and infrastructure engineer. Here's what it looks like in practice - the tools, the evaluations, and why independence matters.

BlogMar 6, 2026

input, output, ownership

You are the value. Not the tools. Your tribal knowledge compounds when you own the system it lives in. Build a repo. Build a website. Build around yourself.

BlogMar 3, 2026

parallel-safe context handoffs for Claude Code

I run 4-6 Claude Code terminals at once. The single handoff file worked until it didn't. Here's the parallel-safe architecture I replaced it with.

BlogFeb 27, 2026

I Open Sourced My Methodology

Recursive Drift is the non-linear method for building with AI. Six states, a self-reading feedback loop, and zero API keys required. The repo is live.

BlogFeb 27, 2026

How to Set Up Your Own AI Assistant Through Claude Code

I tried separate AI platforms, burned through API credits, and landed on the simplest architecture possible. Here's the full setup — CLAUDE.md, soul files, SQLite persistence, a DNA evolution system, 50+ skills, and 9 MCP servers. Updated weekly.

BlogFeb 23, 2026

The Anti Lead Magnet

Why importing someone else's skill pack into your system is the fastest way to destroy what you've built. And why everything lives on three open websites instead.

Content Clusters and the Breadcrumb Protocol

Three sites, one parent keyword, and a deliberate topology that tells search engines and AI platforms exactly how everything connects.

How I Built a Video Rendering System in React

No GPU, no After Effects. Just React components, Remotion, and the same monorepo that runs three websites.

Querying Your Repo Like a Database

100+ content files across 6 platforms became opaque. So I built a SQLite index that makes the entire repo queryable from the command line.

Why I Stopped Paying for API Calls and Built My Own AI Chat

I was spending hundreds per month on API calls to chat with my AI agent. Then I realized I was already paying for unlimited access. Here's the CLI-to-chat bridge pattern that changed everything.