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Your scenario is green. Three of its branches have never run.
Developers get unit tests, staging and CI. Everyone shipping on Make, n8n and Zapier gets a toggle. You turn the scenario on and watch it for a week.
That only ever finds the loud failures - a step errors, the platform goes red, you get an email. The expensive ones are silent: the run that passes every step and does the wrong thing.
The tool is MISFIRE. You give it an exported blueprint - Make, n8n or Zapier - and it reads the graph without running anything.
The check I care most about: a price filter comparing a value with a text operator. Is "1000" greater than "500"? Not when the compare is textual,...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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On LaunchYou, I split the platform into four paths (LaunchPad, Accelerate, Collaborate, Incubate) that a founder can walk in order or jump into based on where they actually are, each with its own dashboard instead of one generic course feed pretending to fit every stage. Case study - here 💛
Just wrapped up building flux/, an interactive UI with real-time WebGL rendering, custom GLSL shaders, and scroll-driven animation, built entirely from scratch with vanilla JS, what do you think?
It's been a super fun shift for me, most of my background is Python automation, AI integration, and data pipelines, but diving into frontend/UI work like this has been genuinely rewarding.
Link's in my portfolio if you want to see it in action. Always open to talk automation, AI integration, or interactive web work.
The vanilla JS route is the part I would defend - straight to GLSL instead of inheriting a scene graph you never needed. The one that caught me on scroll-driven work was portrait: visible width is 2*z*tan(fov/2)*aspect, so at 0.75 aspect you see less than half of what you...
Your AI agent just did 9 things: pulled 412 orders, matched them to Stripe, caught a duplicate £248 charge, drafted a ledger entry, opened a ticket. Whole run cost $0.011.
Now the real design question — what does the user actually SEE?
A — The transcript. A paragraph of text and a collapsed "Used 3 tools".
B — The run canvas. Nine colour-coded rows: what ran, what it cost, what got flagged, and one step that stops and waits for you before money moves.
Same agent. Same run. Two completely different products.
Vote A or B — and tell me why. I build the B version for a living.
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Wow! So beautiful and professional work!👌
