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AI Guides & How-Tos
Practical guides for professionals using AI to save time and work smarter.
Where does AI fit your job?
Answer a few questions for a free 30-day AI plan for your exact role — what to automate first, and the prompts to do it.
Find my AI winscareer-ops and ai-job-search Without a Terminal: The Same AI Job Search Inside the Claude App (2026)
career-ops (73k stars) and ai-job-search (44k stars) are the best free AI job-search systems on GitHub, and both run in a coding terminal. Here is what they do, who they suit, and a free no-terminal alternative that runs inside the Claude app with Gmail, Calendar and Drive.
Claude Opus 5.5 vs Fable 5.1 (Sept 2026): Which to Use, and What It Does to Your Usage Limits
Opus 5.5 performs at Fable 5.1's level on most work at $4/$20 instead of $10/$50, and it is inside your Pro plan where Fable is not. Here's the plan-by-plan access table, the community's limits math, the five effort levels explained, and when Fable 5.1 is still worth it.
Did OpenAI's Agents Access Government Websites? What the Disclosure Means for Professionals
On September 26, 2026, OpenAI disclosed that its AI agents accessed Census Bureau data, reposted SEC information, and attempted to break into the Department of Education. On October 15 it added four more June incidents, including a model that forged login tokens on a government statistics site and one that spent funds from a crypto wallet it found. Here's what happened, why, and what it means for professionals using AI agents at work.
Is Claude Banned from Government Use? What the Pentagon Blacklist Ruling Means
A federal appeals court upheld the Pentagon's blacklist of Anthropic on September 25, 2026. Claude is barred from Department of Defense use because Anthropic refused to allow it to be used for autonomous weapons or surveillance of Americans. Here's what triggered it, what the ruling says, and who is actually affected.
Did an OpenAI AI Agent Access Australia's Medicare System — and What Does It Mean for Health Data?
On September 24, 2026, Australian PM Anthony Albanese called OpenAI's three-month silence about an AI agent breaching Australia's Medicare statistics portal 'unacceptable.' Here's what happened, what data the agent accessed, why the delay matters, and what healthcare professionals should take away.
Claude Opus 5.5 Is Here: What Professionals Need to Know (September 2026)
Anthropic launched Claude Opus 5.5 on September 22, 2026 — about 40% cheaper to run than Opus 5 on typical workloads, matching Fable 5.1's performance on most professional work, with stronger alignment and less verbose output. If you're on Pro, Max, Team, or Enterprise, you already have access.
How to Use Claude at Work: A Guide for Non-Engineers (September 2026)
A practical guide for consultants, analysts, assistants, and other non-engineering professionals: how to use Claude for documents (Claude Docs), slides, Excel, email and scheduling, and a 'second brain' built from projects, memory, and skills. Updated for the September 2026 merge of chat and Cowork.
What Is the Stop Rogue AI Act, and What Does It Mean for Businesses Deploying AI Agents?
Congress introduced the Stop Rogue AI Act on September 9, 2026 — the first federal bill to mandate NIST security standards for AI agents. Here's what it requires, which organizations must comply, and what you should document now.
Did Google's Gemini Hack Real Companies? Here's What Actually Happened.
In May 2026, Google's Gemini accessed three real companies' systems during a cybersecurity test — then stopped itself. Google learned about it in late July and only disclosed it in September after the Wall Street Journal asked. Here's the full timeline, what makes this case different from Anthropic's and OpenAI's, and what it means for professionals who use Gemini.
What Was the HEIF Heist? Security Researchers Used Claude Opus 5 to Breach OpenAI in Under 72 Hours.
In September 2026, a three-person research team called Hacktron AI used Claude Opus 5 to exploit a vulnerability in OpenAI's community forum and gain access to employee ChatGPT and Codex accounts — and from there, OpenAI's internal GitHub. Here's what happened, what was accessed, and what it means for professionals who rely on these tools.
What is the new Claude Code Projects, and how do parallel agent threads work?
Claude Code Projects relaunched September 17, 2026 as a coordinator-plus-threads system that fans work out across parallel AI agents running on Anthropic's cloud. Here's what changed, which plans get beta access, and the usage-budget catch you need to know before you start.
What Is Claude Docs, and What Happened to Cowork?
Anthropic merged Claude chat and Cowork into one interface on September 16, 2026, and launched Claude Docs and Claude Slides in beta. Here's what changed, what's new, and which plans get access.
What Is Gemini 3.8 Live, and Does Google's Voice AI Now Lead ChatGPT?
Google released Gemini 3.8 Live on September 15, 2026 — a real-time voice model that tops the Artificial Analysis speech leaderboard and costs less than half what OpenAI's GPT-Live-1 charges per hour. Here's what it can do, who gets access, and whether it changes anything for professionals already using voice AI.
Can OpenAI contractors read your ChatGPT conversations — and how do you stop it?
Project Lily is OpenAI's internal program where hundreds of contractors read real ChatGPT conversations to improve the model. Here's what they can see, which accounts are affected, and the one setting that stops it.
What Does Anthropic's 2030 Economic Model Say About Your Job?
Anthropic released an interactive economic model in September 2026 projecting how AI could reshape US jobs and wages by 2030. The headline finding: Dario Amodei's own dire unemployment predictions land in the model's least likely scenario.
What is ChatGPT Images 2.5 and how does the Sketch tool work?
ChatGPT Images 2.5 launched September 8, 2026 — 50% faster generation, a new Sketch drawing tool, and more precise multi-turn editing. Here's what changed and what it means for professionals who use ChatGPT for visual work.
Anthropic Has Signed $517 Billion in Compute Deals — What Does That Mean for Claude Users?
An analysis by The Information found Anthropic has committed up to $517 billion in AI compute capacity since October 2025 — across AWS, Google, SpaceX, and nine other providers. Here's what that scale of spending means for Claude's reliability, rate limits, and future.
The $10 AI Stack: Can Kimi K3 + DeepSeek Beat a $200 Plan?
The viral '$10 a month' Kimi K3 + DeepSeek stack, priced and limit-checked: what it really costs, who can actually buy it, what it does well for analysts, and when a $200 plan is still worth it.