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the biggest "delta" rn is using claude code for non-coders aka CC as the HQ for your whole creative life. your writing, ideas, projects, client stuff — all in one place that AI can see and work with. i've made: - a chief of staff that reads my notes and tells me what to focus…↗

The harnesses are still not optimally utilizing the models Everyone rightfully loves claude code right now, but it is clear to me it is underutilizing the capability of opus. The lowest hanging fruit is /init in existing code bases. It does a good job of building it's …↗

·@seconds_0·Jan 1, 2026·essay·ai-models·automation·claude·opus

I gave Claude full access to the / directory of a Linux virtual machine. I then asked it to create a "child" Claude that it can talk to and do anything together. I gave it a domain and it figured everything out on its own. You can watch the stream here: clopus.live↗

·@kuberdenis·Dec 18, 2025·demo·ai·automation·claude·linux

Why even non-coding agents need bash I've done dozens of calls with companies making general agents over the past few weeks and my advice generally boils down to: "use the bash tool more" Here's a concrete example from my email agent:↗

·@trq212·Oct 27, 2025·essay·agents·automation·bash·email-agent

If you want to maintain a CLAUDE.⁠md and AGENTS.⁠md in the same project, just (ask your agent to) write a bash script to find them all and add a symlink easy peasy↗

·@iannuttall·Oct 24, 2025·tutorial·agents-md·automation·bash·claude-md

🚀 Playwright Agents are here! (Playwright v1.56) 🤖 Planner → generates test plans 🛠️ Generator → generates runnable tests 🩹 Healer → debugs & fixes failing tests Try it out: npx playwright init-agents --loop=vscode/claude/opencode youtu.be/_AifxZGxwuk↗

Starting today the #1 software development agent in the world is fully scriptable. For the past few weeks I've been working on droid exec, Factory's headless CLI for agent native automation. Droids can now work independently, without human input. Create new autonomous workflows…↗

·@varinnair·Sep 30, 2025·launch·agent·automation·cli·droid-exec

our process for writing the release notes has changed a lot in the last 6 months Now it’s: 1) for each commit, send the code + message + github PR and linked issues to Gemini 2.5 to read and decide if “paragraph-worthy” or “bullet point worthy” or if it’s a CI thing to skip and…↗

content I would love and appreciate as a vibe coder: how to set up my environment so each new/existing project is ready to go and benefits from "Compound Engineering" ...I would love to get to a point where I have some repeatable/automated flow that includes the following 🔥 cc …↗

What's missing? (Serious, soliciting feedback). Even if you don't use Shortcuts, what do you wish you could automate with a terminal that isn't present here?↗

·@mitchellh·Jun 19, 2025·essay·automation·feedback·shortcuts·terminal

I love APIs, but as we move towards a more agent-based world, I think we'll see forward-thinking products and platforms offer an interface that's built for agents. Today, we have robots.txt and sitemap.xml support. They provide instructions to webcrawlers. Tomorrow, I can imagi…↗

·@dharmesh·Jan 26, 2025·essay·agents·api·automation·openai

Have been playing with OpenAI's "Operator" agent all weekend. Some early thoughts: 1) The fact that it's already hosted and you can just start using it means it'll be more widely used than Claude's "Computer Use" feature. 2) Operator will be able to make websites that haven't…↗

·@dharmesh·Jan 25, 2025·essay·automation·llm·openai·operator

Now that the chat is directly pushed into my SQLite messages.db I can make a robot to ask ChatGPT to summarize the chat on a weekly or monthly basis and maybe email it to active users as a 100% fully automated AI written digital nomad newsletter ala @swyx's AI newsletter This i…↗

·@levelsio·Dec 22, 2024·repo·ai·automation·chatgpt·newsletter

Thank you @elonmusk for this framework on automation, it's been super helpful at @flexport: 1. Make requirements less dumb: Question requirements to remove unnecessary work 2. Delete a part or process: Delete parts or processes that are unnecessary 3. Simplify and optimize: T…↗

Obsessed with how quick and easy it is to create multi-step automations using the Gemini APIs + Workspace. ❤️ Ex: for each new email, if that email contains constructive feedback or a bug report for one of my OSS projects, file it as an issue on that repo and tag it as "bug".↗

🧵 AI is going to nuke the bottom third of performers in jobs done on computers — even creative ones — in the next 24 months White collar salaries are going to plummet to the average of the global work force & the speed at which the top performers can write prompts↗

·@Jason·Apr 15, 2023·essay·ai·automation·future-of-work·job-market

Been working on a web scraper using AI Simply enter the URL and the elements you'd like, and the scraper takes care of the rest! Who'd like to demo it?↗

·@JackCulpan·Mar 30, 2023·repo·ai·automation·web-scraper

Generative AI comes to Yardstiq 30-min interviews = long transcripts To make them easier to digest, Yardstiq transcripts now feature: 1) Data on CSAT, intent to renew, implementation time, and more 2) Summaries + key quote (powered by a fully automated AI editorial process)↗

thread on my process of getting GPT-3 to write a script to integrate #stablediffusion into google sheets, unlocking a function "stable()" that lets you gen images in sheets GPT3 had already written an integration for itself for sheets, so I figured this should be doable, too↗

Automate form filling For every government form in every country, autosuggest inputs. Or at least show worked examples. Crowdsource new forms from users, SEO for the form name, and make it one-click to submit. Start with the most popular, then work your way down.↗

·@balajis·Jul 25, 2021·essay·automation·crowdsourcing·forms·seo