About the client
Our client is a self-improving memory layer for your AI coding agents—create, retrieve, manage vibe-coding best practices across projects and teams.
Big Picture
Recent breakthroughs in automatic programming, often called "vibe coding," have enabled AI agents to handle increasingly sophisticated software development tasks. Systems like Cursor, Windsurf, and Claude Code showcase these advanced capabilities.
Yet, a significant challenge remains: most developer agents operate independently, unable to share their reasoning, problem-solving approaches, or interactions with humans. As a result, agents frequently repeat similar efforts, essentially reinventing the wheel each day.
They solve this problem by providing a shared memory layer for developer agents. It enables AI agents to instantly access and utilise the experiences, context, and solutions previously discovered by other agents.
By doing so, they empower agents to collaboratively overcome complex tasks in real-time, eliminating redundant reasoning loops and accelerating productivity.
At its core, the company leverages a layered datastore architecture that integrates graph databases to capture relationships between entities, vector stores for rich content representation, and key-value stores for efficient context retrieval. This unified design ensures agents quickly access relevant knowledge and past experiences, enabling smarter decision-making and more cost-effective problem-solving.
Here's what they would love to see in you:
- You know how to build LLM-powered agents from scratch.
- You understand the core concepts of agents, tool usage, memory management, and how to wire everything together — from the planning loop to execution.
- Strong product mindset.
- You think beyond just code — you care about the why behind what they are building, and want to make users happy.
- Fluent in one programming language - Could be Python, JavaScript, Go, Rust, you name it. They are currently working with JS/TypeScript, but believe any good dev can pick up new languages when needed.
- Full-stack capable across the agent stack.
- You get the full picture — from LLM orchestration, vector memory (like Pinecone or Weaviate), tool/action execution (MCPs), to managing agent state. You can build, debug, and ship across the whole flow.
- You ship.
- You're familiar with deploying apps using modern cloud tech. Whether its Vercel, AWS, or Docker + VPS — you've got it.
- High-velocity mindset.
- They ship weekly and like small iterations, fast feedback, and improving constantly.
- Curious & adaptable.
- You're not afraid to dive into unknown territory and learn fast.
- AI-native developer.
- You already use tools like Cursor, Windsurf, Cline, or Claude to speed up your workflow. (they do too!)
- They dont care about years of experience — they care about what you can do, how you think, and whether you're ready to build something awesome with them.
What you can expect joining them
- Build something global, with a solid team.
- You'll be working alongside experienced engineers and product folks who have shipped real things before — and are now aiming even bigger.
- True startup energy.
- Fast-moving, scrappy, and high-trust. They are VC-backed, but still early enough that you'll make a real dent.
- Competitive compensation — and equity.
- We believe in rewarding the people who help build the future.
- No politics, just real collaboration.
- They keep things open, honest, and direct. No fluff, no games — just great people building together.
- Grow like crazy
- They care about speed — not just in shipping code, but in helping you grow technically, professionally, and personally.
