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Funding Engram

Engram is a live testnet Bittensor subnet for permanent, content-addressed AI memory. It stores semantic vectors across miners, verifies storage with proofs, and archives raw media through Arweave.

What Funding Unlocks

Near-term funding is focused on making the subnet reliable enough for mainnet and serious external users:

  • Security hardening for namespace auth, private memory, request signing, and storage proofs.
  • Miner and validator operations on Bittensor testnet and mainnet.
  • Rust core work for faster, safer proof and CID primitives.
  • Arweave-backed media permanence for images, PDFs, URLs, and public datasets.
  • SDK integrations for AI agents, LangChain, LlamaIndex, and retrieval systems.
  • Documentation, tutorials, and onboarding for miners, validators, and users.

Good Fits

Engram is a good fit for support from:

  • Bittensor validators, subnet operators, miners, stakers, and ecosystem funds.
  • Arweave and permanent-storage ecosystem builders.
  • Open-source and public-goods grant programs.
  • AI agent teams that need portable, persistent, verifiable memory.
  • Security, cryptography, Rust, and distributed-systems contributors.

Ways To Support

  • Sponsor a milestone such as mainnet readiness, proof hardening, encrypted namespaces, replication repair, or SDK integrations.
  • Run a miner or validator and help test subnet economics.
  • Integrate Engram into an agent, RAG product, archive, or research workflow.
  • Provide infrastructure credits for validators, miners, storage, monitoring, CI, and security review.
  • Fund contributor bounties for well-scoped GitHub issues.

Priority Milestones

Milestone Why it matters
Mainnet readiness Makes Engram credible for miners, validators, stakers, and users.
Storage proof hardening Strengthens the core trust claim of verifiable AI memory.
Threshold private namespaces Reduces trust in any single miner for private memory.
Runtime replication repair Keeps CIDs available when miners churn or fail.
Production web signing Prevents unauthenticated writes through public API routes.
Package and license cleanup Removes blockers for grants, contributors, and downstream use.

Contact

Open a GitHub issue for technical collaboration, or reach out through the project website: https://theengram.space