# LinkedIn Post: Solo Dev #1 → Singularity Moment

How a solo dev with no funding built the #1 AI agent memory system.

I didn't set out to beat funded teams.

I set out to fix one annoying problem: my AI coding agent forgot everything between sessions. Every morning, amnesia. Re-explain the same decisions. Re-debug the same bugs. Waste 15 minutes before any real work starts.

So I built OMEGA. A memory system that runs locally on your machine. SQLite. ONNX embeddings. No cloud. No API keys.

Last week it hit #1 on LongMemEval — an academic benchmark from ICLR 2025 testing AI long-term memory across 500 questions. Ahead of systems backed by funded teams with thousands of GitHub stars.

I have 5 stars.

But here's the thing. This post isn't really about me.

It's about what's happening right now.

A solo developer can build software that outperforms funded teams on academic benchmarks. Not because I'm smarter. Because the tools are that powerful.

AI capability is doubling roughly every year. Do the math on that.

In 10 years, AI will be mass-producing the kind of software that today takes entire teams to build. Possibly 1,000x more capable. Possibly far more.

We are standing at the base of an exponential curve most people can't see yet.

Every industry. Every job. Every assumption about how work gets done.

It's all going to get really weird.

I'm not saying this to hype. I'm saying it because I just lived it. One person. One laptop. #1 on a benchmark that matters.

That wasn't possible two years ago.

What will be possible two years from now?

Open source. Apache-2.0.
github.com/omega-memory/omega-memory

#AI #Singularity #OpenSource #FutureOfWork
