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I designed and built NudgeWin, an automated quote follow-up SaaS for trades and service businesses. NudgeWin helps businesses recover opportunities from outstanding quotes by automatically sending follow-ups on a configurable schedule and stopping when a customer replies or the quote is won, lost, or expired.
I built the product end-to-end, including the responsive web application, quote pipeline, automated follow-up system, reply tracking, revenue visibility, account settings, subscription billing and production deployment. The platform is designed to reduce manual admin and help trades businesses convert more of the quotes they already send into paid jobs.
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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.
Made it to the top 1% on a random Monday. But to be fair, it took countless hardworking Mondays to get here. Forever grateful for the journey, the effort, and everything in between.
Next goal: Breaking past 175. 🚀
Congrats man
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