Every case study, system breakdown, and field note, newest first and filterable by topic. No theory, no demos. Only systems that run in production and what it took to get them there.
This is the complete archive: all 342 posts across 39 topics, newest first, filterable by category. It holds the case studies, the model and tool comparisons, and the field notes from systems I built and run. For the curated view, where the writing sits alongside the free Claude Code skills, start at the Library instead.
The archive leans in four directions: AI Search Visibility (72), AI Agent Architecture (51), AI Tools (27), and AI Coding Agents (20). Those four account for most of what I publish, because they are where most of the client questions land.
Three places to start. The AI search visibility guide is the hub for the largest cluster and links out to every spoke in it. Grok Imagine vs Midjourney is the image model comparison, rebuilt against live leaderboard data rather than left to go stale. OutreachIQ is the longest running system breakdown here, from first prototype through to a public repo.
Google is pushing Search toward custom dashboards, mini apps, and agentic workflows. That makes utility pages more strategically interesting than generic AI-written content.
AI agents are starting to browse and act on websites more like users. Here is what makes a site easier for agents to understand and safer for businesses to expose.
As AI systems summarize brands, the real question is not only visibility. It is whether your facts are consistent enough to survive AI mediation without distortion.
Verification, provenance, and content credentials are moving from abstract policy talk to practical brand infrastructure. Here is what that means for AI search visibility and trust.
A practical JQ AI SYSTEMS roundup of this week's hot GitHub repos suggested by The Next New Thing: Understand Anything, CodeGraph, AppFlowy, cal.diy, MoneyPrinterTurbo, Presenton, Stop Slop, RuView, and more.
AI agent memory is becoming the new business knowledge base. Learn how memory differs from chat history, why agents forget work, and how small teams can structure context for better automation.
Safe AI coding agents need more than good prompts. Learn how small teams can use sandboxes, approvals, logs, network limits, and review queues before giving Codex or Claude Code more autonomy.
ChatGPT Ads are rolling out through OpenAI Ads Manager Beta. Here is what small businesses should know about campaigns, context hints, tracking, landing pages, and testing before spending.
AI Search is making top-of-funnel reporting noisier. Here is why small brands should track conversions, quality, and assisted outcomes instead of obsessing over click loss alone.
Claude Opus 4.8 improves coding, tool use, honesty, and long-running workflows. Here is what changed, how to use effort levels, and what builders should test before switching.
Google says Search is expanding agentic booking, local services, and even calling businesses on users’ behalf. Here is what service businesses should fix before agentic discovery becomes normal.
AEO is not a separate cheat code. It is strong SEO, clearer answers, better page structure, and stronger proof that your brand deserves to be cited by AI search.
A practical framework for turning repeatable prompts into installable AI skills with folders, metadata, assets, install scripts, release notes, and review discipline.
AI deployment services are becoming the missing layer between model access and real business impact: workflow mapping, data, tools, controls, training, and implementation.
Small business AI automation is getting more specific: instead of vague chatbot experiments, the useful work is moving into repeatable workflows like CRM cleanup, reports, proposals, inbox triage, and client follow-up.
Google just launched Search profiles for publishers and creators. Here is why this matters for expert-led brands like João Queirós, and what it signals about identity in AI-mediated discovery.
A recent SEO study says almost 90% of brands have zero AI search mentions. Here is why that happens, what most sites are missing, and how a small brand should fix it.
Google is testing new Search Console controls and insights for generative AI Search features. Here is what small brands should understand before opting out of AI visibility.
Google says AI Mode has passed 1 billion monthly active users. Here is what that means for small brands, what changes first, and what to do before the hype turns into noise.
A practical JQ AI SYSTEMS roundup of this week's top GitHub AI repos suggested by The Next New Thing AI: OpenHuman, CodeGraph, AgentMemory, CloakBrowser, RuView, 12-Factor Agents, and more.
Andrej Karpathy joining Anthropic is a signal that the next AI advantage is not just the model, but the context, memory, workflows, and research loops around it.
Gemini Omni brings Gemini intelligence to AI video generation and editing. Here is what it means for creators, content systems, and small business workflows.
Codex, Claude Code, and Hermes now share a /goal pattern: durable objectives, evaluators, stopping conditions, and safer long-running agent work.
Hermes /goal and Codex goal-following turn keep-going into a durable objective with a stopping condition. How to set them up and keep autonomy under control.
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