Build a checked two-model FAQ benchmark with Promptfoo
Use an approved FAQ, frozen questions and Promptfoo to compare two models, then inspect raw answers, grades, errors and billing before making a decision.
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Work & Business
Explore BIG CHANGE reporting on Work & Business: what changed, how it works and why it matters.
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Create and check four business artwork concepts with ChatGPT Images
Use ChatGPT Images to make four business artwork concepts from approved facts and assets, then reopen and check every saved file before deciding whether to use it.
Fine-tune GPT-OSS-20B for multilingual reasoning on HyperPod
A source-checked guide to AWS's five-language GPT-OSS-20B evaluation: run SFT, inspect language results, test GRPO only where needed, and clean up GPU resources.
OpenAI acquires Orchestra Bio for drug-program coordination
OpenAI has acquired Orchestra Bio and plans to bring its drug-program coordination platform together with Rosalind. A combined product and faster treatments remain goals, not demonstrated results.
Find and verify 20 businesses with Firecrawl and Claude Code
Connect Firecrawl to Claude Code, check public business contacts and two own-site facts for 20 businesses in your chosen market, then inspect a private interactive HTML list.
Build and check a reusable Claude Design system
Create a reusable Claude Design system from approved brand assets, review its rules, test a new design and verify who can use it.
Create and check a PDF, Excel workbook and document in Gemini
Use one approved source to create a PDF, Excel workbook and Google Doc or Word document in Gemini. Open the saved files, check formulas and reconcile facts before sharing.
Run a local Ollama model and check its chat API
Install Ollama, choose a downloaded model, check its terminal answers and send the same prompt to its localhost chat API. Verify the model and cloud boundary before calling the setup local-only.
Give two agents the same reviewed memory record
Store one source-approved typed memory record, supply its exact reviewed bytes to two authorized agent sessions, then verify a conditional update and resolve conflicts.
Take an approved feature through Jira and a checked Claude Code change
Take an approved feature through a real Jira epic, every story and meaningful subtasks. Check each Claude Code change, verify issue updates and review the project guidance decision.
Turn agent output into a reviewed action register
Build a typed OpenAI Agents SDK result from your own notes, review its source evidence and meaning, then pass the accepted result to a local Markdown action register with hash readback.
Map your own work and choose a first AI task to test
Make a dated map of the tasks you own, their outputs, checks, rights and human approvals. Choose one AI task to test later, or record why none is ready.
Run one checked Claude Code change with a local Ollama model
A documentation-based guide to routing Claude Code to a local Ollama model, verifying the endpoint and context, then reviewing one repository change against its original check.
Run Claude Code Ultrareview on one branch and verify its findings
A documentation-based guide to checking repository upload and credits before one Claude Code cloud review, then verifying its findings against the branch before a human merge decision.
Use Superpowers in Claude Code to plan, test and review one code change
A documentation-based guide to taking one owned code change through an approved Superpowers design and plan, observed red-green tests, task and branch review, and an owner decision.
Export a checked Gamma deck to PDF, PowerPoint or Google Slides
Export every card from an approved Gamma deck, inspect the PDF, PowerPoint file or Google Slides copy in its destination app, and check editability and recipient access before delivery.
Connect Claude Code to Google Workspace with five read checks
A documented setup for checking Claude Code's Google Workspace CLI account, OAuth grants and permission prompts with bounded Drive, Sheets, Docs and Gmail reads.
Siemens and NVIDIA test inspection and planning AI at Erlangen
Siemens says AI systems being tested at its Erlangen plant can generate inspection imagery from digital twins and propose production plans for planners to assess. The release describes live production testing, while its productivity figures remain company-reported.