Claude and ChatGPT Updates: Cowork, SMB, and Astra for Law
Rob The AI Guy reviews Claude's Cowork merge, Small Business workflows, Docs, Slides, Projects, ChatGPT browser access, Astra for Law, plugins, and Word.
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Library · Full Archive
AI Automation
AI Automation
Case Study Archive.
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.
At a glance
What is in the JQ AI SYSTEMS case study archive?
This is the complete archive: all 699 posts across 62 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 (132), AI Agent Architecture (65), AI Tools (38), and Open Source (37). 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.
10 GitHub Repos for Safer, Better AI Builds
Andrew Warner and Adam review Open Code Review, WeKnora, Worktrunk, Agent Skills, Context Mode, OpenAI Plugins, and other repositories for safer, more structured AI work.
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Jev + Claude Code: A Faster Agentic Coding Review Loop
Ray Amjad explores Jev as a fast decision layer for Claude Code and Codex: skill suggestions, browser checks, comment triage, code review, and a measured build-test-fix loop.
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Jev in Practice: Model Routing, Inbox Triage, and the Limits
Riley Brown tests TypeSafe Jev with a model router and a 500-email dashboard. Learn how Choice, Score, and Noul work, what the demos show, and how to pilot fast decisions without overtrusting them.
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How to Use Jev: Email Triage, Lead Scoring, and Fast Routing
Greg Isenberg and Ryan Vogel test Jev on 1,700 emails, then map its decision output to lead scoring, support routing, video clips, and browser control. Here is how to pilot it without trusting a demo as a guarantee.
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Jev Explained: Fast AI Decisions and the Reliability Question
Matthew Berman tests Jev, TypeSafe AI's fast decision model. Learn its typed questions, RLCD training, useful routing patterns, demo limits, and why zero hallucinations is not a safety guarantee.
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AI Labs Debate Slowing Down: What Actually Changed This Week
Dario Amodei proposes pacing frontier AI while rival leaders respond. Matt Wolfe also covers Claude, Gemini, Siri, Meta Muse, Qwen, Grok Build, ElevenLabs, and ChatGPT Ads.
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GPT-6 Astra for Law: Legal Search, Plugins, and Safe Adoption
A practical guide to GPT-6 Astra for Law: its Legal Search Index, benchmark claims, Trusted Access, legal plugins, governance controls, and safe adoption workflow.
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What Should an AI Design Handoff Include So Clients Can Actually Edit It?
Define editable AI design deliverables, record dependencies, and run a reopening test so clients can revise the work after the project ends.
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Google’s Search Profile Badge: An Implementation Checklist for Expert-Led Sites
Add a Google Search profile badge with a verified destination, accessible placement, brand checks, and measurement that distinguishes clicks from follows.
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5 GitHub Repos You Can Turn Into Client Services
Corey Ganim maps Scrapling, Dify, OpenSEO, OpenShorts, and Presenton to five client services. Here is the credible offer behind each repo, plus costs, licenses, and delivery risks.
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God's Eye View: The Open-Source Intelligence Globe Explained
Matt Wolfe and Bilawal Sidhu explore God's Eye View, an open-source 3D globe for public flights, ships, satellites, fires, cameras, traffic, launches, and voice-controlled spatial analysis.
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After Cloudflare Changes Your Bot Controls, Test the Policy Your Website Actually Serves
Compare Cloudflare AI bot settings, served robots.txt, and verified crawler behaviour with a small regression check and a documented rollback plan.
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11 Ways to Make Your Codex Usage Limits Last Longer
Dubibubi reports up to 91.75% lower Codex usage and demonstrates a 33.3% reduction. Here are the eleven rules, what they change, and how to test them fairly.
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Jev Email Test: 1,000 Messages at About 200 ms Each
Ryan Vogel tests TypeSafe Jev on batches of 100 and 1,000 exported emails. The dashboard reports about 200 ms average latency, but quality and cost need a closer reading.
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Jev Auto-Clipping: Rank Video Highlights in Seconds
Ryan Vogel combines Grok speech-to-text with TypeSafe Jev to rank video highlights. The demo finds 11 candidates in about two seconds; here is the useful workflow and what still needs human review.
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5 Open-Source Projects Worth Running Yourself
Eric Michaud tests Postiz, ChatbotX, Orca, Paperless-ngx, and God's Eye View. Here is what each project solves, what was actually demonstrated, and where self-hosting adds work.
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This GPT-6 Astra Skill Cuts Video Editing to One Prompt
Jay E shows how to turn raw talking-head footage into branded motion graphics with GPT-6 Astra, HyperFrames, transcription, reusable assets, and a skill that improves through review.
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OpenSEO with Claude Code: A Self-Hosted Semrush Alternative
OpenSEO combines a self-hosted SEO dashboard, DataForSEO, MCP, and agent skills. This guide explains the real costs, Docker setup, Claude Code workflow, and security limits.
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AI's Biggest Rivals Agree. What's the Catch?
Dario Amodei proposes pacing frontier AI with embedded evaluators and coordinated safeguards. Matthew Berman asks what rival CEOs actually agree on, and who could be left out.
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Meta Muse Tested: What Its Free AI Agent Can Actually Do
Andrew Warner and Michael Galpert test Meta Muse across Instagram, Messenger, WhatsApp, a cloud browser, connectors, approvals, and personalized ideas.
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I Pushed GPT-6 Astra Computer Use to Its Limits
A ten-app stress test shows where GPT-6 Astra computer use saves real effort, where direct tools win, and how to delegate visual software safely.
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Does Your AI Interface Imply More Autonomy Than Your Product Has?
Align AI product names, status labels, approval screens, and completion messages with what the system actually does and what still needs a person.
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Build a Software Factory That Actually Works
A practical software-factory blueprint for parallel coding agents: isolate work, build to explicit architecture, prove behavior with evidence, and ship through review loops.
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