Run and review an AI-assisted Playwright QA loop on your web app
Use your existing Playwright Test suite to establish a web-app baseline, inspect a real flow with Playwright CLI, then review any warranted fix and rerun the tests.
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AI Models & Tools
Explore BIG CHANGE reporting on AI Models & Tools: what changed, how it works and why it matters.
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Run two Claude Code coding sessions in separate Django worktrees
Use two Claude Code sessions for approved Django coding tickets in separate Git worktrees. Verify distinct SQLite files and ports, then review and test the combined branch before cleanup.
Make an editable restaurant menu and check its phone and print files
Use an approved item sheet to build an editable Canva restaurant menu, then check the actual phone and print PDFs before the owner accepts either file.
Generate and check one authorized Higgsfield video from Codex
Use Codex and a local script to approve one bounded Seedance 2.0 request, recover its ID, download the resulting video and inspect the actual file and charge.
Rerank a real source shortlist with Jev and check the evidence
Score each passage from your existing retriever with one Jev question, keep candidate and source identities intact, then inspect the top original documents before using the ranking.
Build a Codex skill from work you have already accepted
Trace an accepted artifact back to its real input, write a new Codex skill from the repeatable steps, then check it on a second task and revise an observed defect.
Run Qwen-Image 2.1 locally and inspect your first PNG
Install local ComfyUI, load the pinned base Qwen-Image 2.1 workflow and weights, then generate, reopen and check one saved PNG from your own prompt.
Learn AI basics in seven study sessions and check what you understand
Use seven study sessions to map AI history, understand machine learning and language models, inspect one permitted task, check a real claim and teach it back.
Run Audio8 ASR Infinite locally and check a first transcript
Download the pinned Audio8 checkpoint, start its local adapted-vLLM backend, stream a permitted recording and verify the saved transcript against the audio.
Give an AI agent Redis memory and verify recall across sessions
Save a real authorized user fact in Redis Agent Memory, inspect automatic extraction, then verify a fresh LangGraph agent received and used the scoped memory.
How to make a checked real estate flyer and inquiry form with AI
Turn approved property facts and photos into checked listing copy and a flyer, connect a live inquiry form, test every link, then reply within recorded permission.
How to verify an AI-assisted Oracle-to-PostgreSQL migration
Use AWS's scoped AI schema conversion with separate DMS row migration, matched-checkpoint validation and a tested reverse-CDC cutover plan. A documentation-based guide for authorized DBA teams.
Measure MCP tool context without losing the answer
Build a pinned local MCP server and Claude host, compare five context controls against a broad baseline, and check answers before token totals.
Make a checked infographic, process diagram and visual explainer with AI
Use Canva and Lucid AI to draft three distinct visuals, then check infographic figures, process branches and explainer panels against approved source records before exporting.
How to run and review a GPT-5.5 multi-file change in Codex
GPT-5.5 remains available to eligible API-key Codex projects. Set a real two-file coding task, verify the active model, then inspect tests and the complete patch before acceptance.
Build social carousels, quote cards and a 30-day visual calendar with AI
Use approved brand facts and Adobe Express visuals to make checked Instagram image slides, a distinct LinkedIn PDF document, quote cards and 30 dated account-specific posts. Verify permissions, exports, scheduling and final status.
Build a Claude brand kit, landing page and launch video
Start with real brand facts, review a logo concept and reusable rules, then check an exported Claude landing page on a phone and play the finished Motion MP4.
Run parallel Claude Code research subagents and verify their findings
Set up two read-only Claude Code research subagents, check their actual task and model state, then reconcile cited findings, failures and usage in the main session.