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Show HN: UltraContext – A simple context API for AI agents with auto-versioning

https://ultracontext.ai/
7•ofabioroma•1h ago
Hey HN! I'm Fabio and I built UltraContext, a simple context API for AI agents with automatic versioning.

After two years building AI agents in production, I experienced firsthand how frustrating it is to manage context at scale. Storing messages, iterating system prompts, debugging behavior and multi-agent patterns—all while keeping track of everything without breaking anything. It was driving me insane.

So I built UltraContext. The mental model is git for context:

- Updates and deletes automatically create versions (history is never lost)

- Replay state at any point

The API is 5 methods:

  uc.create()   // new context (can fork from existing)
  uc.append()   // add message
  uc.get()      // retrieve by version, timestamp, or index
  uc.update()   // edit message → creates version
  uc.delete()   // remove message → creates version
Messages are schema-free. Store conversation history, tool calls, system prompts—whatever shape you need. Pass it straight to your LLM using any framework you'd like.

What it's for:

- Persisting conversation state across sessions

- Debugging agent behavior (rewind to decision point)

- Forking contexts to test different flows

- Audit trails without building audit infrastructure

- Multi-agent and sub-agent patterns

What it's NOT:

- Not a memory/RAG system (no semantic search)

- Not a vector database

- Not an Orchestration/LLM framework

UltraContext handles versioning, branching, history. You get time-travel with one line.

Docs: https://ultracontext.ai/docs

Early access: https://ultracontext.ai

Would love feedback! Especially from anyone who's rolled their own context engineering and can tell me what I'm missing.

Comments

ofabioroma•1h ago
Founder here. Happy to answer questions.

Quick backstory: every agent project I worked on, I spent more time on context infrastructure than the actual product. Same pattern—duct-tape a store, lose history, debug blind when things broke.

The "aha" was needing git semantics for a project where users wanted to edit messages while still being able to travel back. So that's what I built: immutable history, branch on change, rewind to any commit. But I didn't want to expose that complexity. So the API is just contexts and messages. Versioning happens automatically.

Still early. What context engineering problems are you hitting with your agents?

justinlords•1h ago
I don't get it. Why wouldn't I just use a Vector DB (Pinecone/Weaviate) for this? Just retrieve relevant chunks and stick them in the prompt. Feels like you're reinventing the wheel here.
ofabioroma•1h ago
Great question. They solve different problems.

Vector DBs are great for retrieval: "find relevant chunks to add to the prompt." But they're not designed for state management. When you update a message, there's no version history. When something breaks, you can't rewind to see exactly what the agent saw.

UltraContext manages the structured context (conversation history, tool calls, system prompts) with git semantics. Fork, rewind, merge. You can't git revert a vector embedding.

They're complementary. You'd use a vector DB to decide what goes in the context, and UltraContext to manage what's already there.

simonrogge•1h ago
Adding an API call between my Agent and the LLM seems like it would kill latency. How much overhead does this add vs just managing the list locally?
ofabioroma•1h ago
~20ms overhead. Built on Cloudflare's edge, so it's fast globally. The value isn't speed—it's that you stop rebuilding context infrastructure and get versioning/debugging for free.
felipexy•44m ago
This may interesting for agent orchestration. Can I use it to make multiple agents interact and save this context as a separate tree?

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