The AI edited my entire video from one raw take
He gave the AI one raw take, bad takes and all, and did not edit a single second himself. The AI did the color grade, the titles, and captions on every word.
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Work
Jobs, side gigs and small business · 1,693 ideasI let Astra run a software factory for 35 hours. It built nothing of value.
Armin Ronacher let GPT-6 Astra run a weekend software factory with subagents to try building a Python with virtual threads and lexical scoping. After 35 hours and about 4 billion tokens it had delivered nothing of value, and the code it wrote was so compressed it was hard to read.
This one went wrong. See what happened before you try it.
AI agent booked his Tatkal train ticket end to end
He set GPT-6 Astra to start at 10:59:50, just before Tatkal booking opened, and the agent ran the whole IRCTC booking itself. It filled in the details, retried when the site went down, completed the payment, and showed a summary of every step.
Electrical estimator stops counting symbols by hand on bid drawings
At RL Electric, Maricruz prepares proposals and used to count every symbol by hand with PDF markup tools across dozens of plan sheets per bid, where one missed symbol could throw off the price. Quotr.ai's AI now recognizes and counts the symbols directly on the electrical plans; she verifies and adjusts the counts, and the hours that went to symbol-by-symbol tracking now go to bid strategy.
Asana's Piper Agent Quadruples Sales Conversation Volume
Asana says Piper, its Agentforce agent, drives four times the sales conversation volume and took about 45 days to deploy, per Salesforce's release.
Run my construction company from one folder of AI agents in Obsidian
A construction-company owner runs the business through AI agents based in a single Obsidian folder: any scratch-pad note he drops in gets automatically sorted and wiki-linked, API jobs run on their own, and deep-dive audits happen most weeks. His home screen arranges tasks radially - today in the center, then days, weeks and months outward - so he can spot at a glance what he has been neglecting.
Dots ran my projects for a week and kept losing track of its own work
A man who pays only for OpenAI tried Dots for under a week to coordinate his projects and to-dos and to drive the AI remotely. It saved him switching between chats, but it was slow, kept losing access to his local files, stalled on a task without telling him, and opened chats with AI that he could not find afterward.
This only partly worked. Worth knowing before you try it.
He rebuilt his EV charging sizing tool for the web in minutes
For 4 years his team has built simulation tools to size EV charging installations, using tools like Simulink and Jaamsim. Yesterday he built it in web format in minutes using AI.
Built a reusable SEO toolkit: keyword brief generator and on-page audit checklist
The AI drafted reusable SEO templates as document artifacts. He ran them on a real topic and saves them for weekly reuse.
Mine my TikTok comments into my next video scripts
Brooke Lacey explains that her TikTok comments became her content brief: she mines audience comments with AI to generate the scripts for her next videos. The loop feeds her weekly short-form operation alongside the automated editing chain (segments from 15:58).
Every idea is a real post from someone who tried it, summarized in our words, with a link to the original. App names are swapped for plain words.