AI in Practice
A Practical Atlassian MCP Pilot for ChatGPT and Codex Administrators
Use Atlassian's Read, Write, and Search controls to stage an MCP pilot, test real permissions, and decide what to expand.
Read the articleNotes from the work
Useful ideas, with the messy parts left in.
Build notes, practical systems, and a closer look at what changed. Written to help you make a decision, try something useful, or avoid learning the annoying part twice.
Showing 1 to 10 of 34 articles in AI in Practice
Latest in this topic
AI in Practice
More from the notebook
AI in Practice
Atlassian and OpenAI: Should Your Team Use Rovo, ChatGPT, or Codex?
Atlassian and OpenAI expanded their partnership. Compare Rovo, ChatGPT, and Codex by workflow, context, action, and what is available today.
Read the article
AI in Practice
How to Bind a SaaS Tenant to the Right CRM Connection
A user can sign in successfully, have permission to ask for a CRM summary, and still reach the wrong customer’s Salesforce connection if the app does not bind that request to the right tenant and installation.
Read the article
AI in Practice
Before an AI Feature Uses Salesforce, Define the Answer
On October 6, 2026, Ampersand announced a $15 million Series A and introduced Andi in beta. The company says Andi helps developers get products running in customer environments.
Read the article
AI in Practice
What Algolia's Velou Acquisition Signals About Retail Product Data
Algolia acquired Velou to bring retail product data capabilities into its search platform. Here is what the announcement says, and what it leaves open.
Read the article
AI in Practice
SynthID Detector Goes Public: AI Media Gets an Origin Check
Public access brings supported AI-media origin evidence to more recipients. Here is what the SynthID expansion changes, and what a detector still cannot establish.
Read the article
AI in Practice
How to Try Meta Muse With One Bounded Task and Limited Access
A personal agent can look useful long before you know whether you should connect everything. Start with one reversible job, narrow permissions, and verified completion.
Read the article
AI in Practice
ChatGPT Sites and Connected Apps: Who Can See What?
A shared Site does not make every coworker\x27s source account the same. Map the separate controls, test a normal member\x27s path, and make access understandable before rollout.
Read the article
AI in Practice
ChatGPT Sites Plugins: How to Scope MCP Tools Before You Share
A ChatGPT Site can host a supported plugin, but the useful question is what its tools should be allowed to do. Here is a practical contract-and-test process before you share.
Read the article
AI in Practice
Cloudflare Auto Router: Is Cheaper Model Routing Worth the Trade-Off?
Cloudflare reports lower costs with trade-offs in task success. Read the benchmark limits and decide whether your workload merits a pilot.
Read the article
Follow the work
A useful note when there is something worth sending.
New builds, honest lessons, and practical ways to make more room for the work that needs you.
Free to read. Unsubscribe at any time. Privacy