Extract text into JSON, validate it, then export CSV

A Python workflow for LLM extraction with strict JSON validation, missing dates and leading-zero IDs. Includes downloadable helpers and offline tests.

Turn a landscape photo into a portrait layout: crop, pad or regenerate

Choose between cropping, adding space and AI reference-based generation for a portrait layout, with a worked sizing example and checks for subject distortion.

Turn a product photo into a short video: plan three separate shots

Build a three-shot product storyboard, use restrained image-to-video prompts, inspect changing product details, and assemble accepted clips in an external editor.

Translate a CSV with an LLM: preserve SKUs and check numbers

Translate description fields only, keep identifiers local, validate numbers and terminology, and resume from saved results. Python helpers and offline tests included.

Ofox Desktop setup: connect your AI tools and agents

Set up Ofox Desktop on an Apple Silicon Mac, find supported coding tools, connect your account and check a first request before adding more clients.

Turn One Webinar into a Blog, Email and Social Posts with AI

Repurpose a webinar with AI using an evidence brief, distinct channel angles, four worked examples, and checks that keep numbers and claims accurate.

Codex keeps testing but never finishes: what to change

Give Codex a clear stopping condition, inspect repeated test failures and preserve useful work. Compare completed tasks rather than token counts alone.

Use GPT Image 2.5 for UI mockups with consistent text

Create a UI image brief, preserve layout during edits and check exact copy with GPT Image 2.5. Separate a visual mockup from a working interface.

OpenRouter requests time out: find where the request stops

Separate connection failures, HTTP errors and interrupted streams before retrying an OpenRouter request. Keep request evidence and avoid duplicate work.

How to check an LLM API provider before you trust it

Check model IDs, provider routing, usage records and billed costs before choosing an LLM API gateway. Learn what a response can and cannot prove.