I don’t gatekeep. 10,000+ hours coding with AI since 2022. Building products until I can support my family. Dad 4 boys under 8, https://xitter.cf/t.co/PUzG78pzqn, https://xitter.cf/t.co/IVCXA65Biy
On the precipice
Joined February 2012
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Aramadai.sh - is an infinite canvas for all of your agents and development tools. There is a master agent that can control everything. For example, tell the master agent to start a new workspace with claude code and codex and build some project. It will do it and orchestrate the agents. You don't need to jump between agents, terminals or workspaces, you can just talk to the master agent and it will handle it.
Been working on a large rebuild for a client here is a message from my agent "The archive export has passed one million rows with no errors. After the remaining rows are exported, the restore audit will verify the backup before Live editing opens" Pretty insane what you can do with Ai!
An agent's test can pass on the wrong exception.
pytest.raises(RuntimeError) also accepts NotImplementedError because it's a subclass.
If the exact type matters, assert excinfo.type is RuntimeError too.
docs.pytest.org/en/stable/ho…
Building search over your own docs?
Ollama's /api/embed can turn a batch of texts into vectors. Set truncate:false to get an error when input exceeds the context window, instead of cutting it off.
docs.ollama.com/api/embed
I keep hearing developers say, “I don’t use a VM, I use a VPS.”
A VPS is literally just a virtual machine sold as a hosting service (in most cases).
VM describes the technology. VPS describes the service.
You're not using something different. You're just renting it.
Review a browser agent's plan before it clicks.
Stagehand v4's observe() returns suggested actions with selectors, methods and arguments. You can inspect them, then pass them to act() to execute.
docs.stagehand.dev/v4/basics…
Running grok bot app on your mac uses around 3gb (correct me if I am wrong) but running grok bot inside your X chat uses nothing and can do the same thing. Run grok bot in your chat theres no reason not to.... happy to hear other opinions / thoughts on this.
Pulled the replies under a thread about why the same account swings from 20K impressions to 200. Biggest takeaway from ~40 people: replies beat solo posts right now.
Full write-up in the article — whats working for your follows this week?
At this stage I have spend 10's of thousands of hours building. My next goal is to spend 10k hours learning to market, until I have mastered it.
People are so suspicious that you use AI when they themselves use Ai for everything. Tip: Sound like an idiot and just maybe people will think its not ai. 😂
Checking agent output with Pydantic?
model_construct() skips validation. Even with extra='forbid', unknown fields are ignored instead of raising an error.
Use it only for trusted or already validated data.
pydantic.dev/docs/validation…
Need office files as agent context?
Microsoft's MarkItDown converts PDFs, Word files and slides to Markdown. Install just those format extras with markitdown[pdf,docx,pptx].
It's for text analysis, not faithful page layouts.
github.com/microsoft/markitd…
A clean git diff can miss new files.
Automated test: git diff showed nothing after a new file was created. git status --short listed it as untracked.
Check both before calling an agent's changes reviewed.
git-scm.com/docs/git-status
"Grok @Bot is an incredible life & business manager. Can help you with almost anything! Like having a genius employee." - Elon
If you’re using framer this one’s worth a look Was built by one of my connections - wishing her the best in this!
Liora is live on the @framer marketplace ✨
A template for motion design studios: showreel that grows on scroll, kinetic type, case studies, packages and a studio page.
Built to move, ready for your brief.💫
Made with my teammate @ercankeskinx 🤝
framer.com/marketplace/templ…
An autofix can change error handling.
Ruff's RUF015 fix swaps list(items)[0] for next(iter(items)). Empty input then raises StopIteration instead of IndexError.
It's marked unsafe. Review those fixes before letting an agent apply them.
docs.astral.sh/ruff/linter/#…
