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A SaaS product with friction at two points in the funnel: account creation and everything after checkout. On the front end of that funnel, third-party authentication built with Python, Django and OAuth2 let people sign in with Google or Facebook instead of filling out a form, and signups rose 25%. On the back end, AWS-powered upsell automation lifted post-purchase conversions. The engagement also covered an AWS server migration and a structured onboarding process that tightened client communication across the software lifecycle.
The network for creativity
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Connect with clients, get discovered, and run your business 100% commission-free
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228 Claude sessions in the last 30 days.
110 of them ended in a PR.
Client design system work, a game, an iOS app and a Messi vs Ronaldo side project.
I don't think I've ever shipped this much in a month 😅
110 PRs out of 228 sessions is a serious conversion rate. The Messi vs Ronaldo side project deserves its own post though.
Project AIR is an open-source toolkit that keeps a tamper-proof record of what AI agents do. Every action an agent takes gets signed, chained to the step before it, and tied to the person who authorized it. The chain is anchored to Sigstore Rekor, a public transparency log, so anyone can check later that nothing was changed or deleted. When something goes wrong, you can show exactly what happened and who approved it, instead of just saying it happened.
It also runs 16 detectors over every record, covering all ten risks on the OWASP Top 10 for Agentic Applications, three from the OWASP list for LLM apps, and three of its own. It can stop an agent mid-action until a person signs off. It plugs into LangChain, LlamaIndex, and the OpenAI, Anthropic and Gemini SDKs with a line or two of code.
I built the Python library and command-line tool, published on PyPI as projectair (now at version 1.3.1) under the Apache 2.0 license, plus the website and dashboard in SvelteKit. We run it on our own infrastructure too: every request to vindicara.io is recorded and anchored to Rekor every minute.
Impressive work! 👏 Excellent approach to AI agent security, tamper-proof audit trails, and human oversight for more trustworthy AI systems.
After weeks of 14–16 hour workdays, late nights and countless iterations, our new website is finally live! 🚀🌙
Built using Claude Code, Codex, Claude Design, Higgsfield and Figma.
AI is incredibly powerful when used correctly. With the right expertise, creativity and attention to detail, you can create something truly unique that doesn’t look or feel AI-generated.
AI accelerated. Expert led.
I’d love your feedback! What part of the website do you like the most? 👀:
great keep it up