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Tigris

DEVOPS
Velocity7.5

Tigris turns its object store into agent infrastructure with Agent Kit, agent-shell, and durable global streams.

agent storagebucket forksagent-shelldurable streamss3 compatibilitydeveloper marketing
◆Current state
Tigris's release stream is a sustained product-marketing push around AI-agent storage primitives. Agent Kit landed as a TypeScript SDK exposing bucket forks, workspaces, checkpoints, and event coordination. agent-shell put a virtual bash environment with persistent storage in front of those primitives. Durable global streams via S2 Lite extended the object store into a streaming substrate suitable for per-agent reasoning traces. Around the launches, case studies and tutorials (Basic Memory, the $10 self-updating knowledge base) make the pitch concrete.
◆Where it's heading
Tigris is staking a position that the right substrate for AI agents is not a database, vector store, or queue — it is a globally-distributed, fork-able object store. Each blog and SDK in this batch reinforces that thesis from a different angle: storage as message queue, fork-per-agent sandboxing, storage-protected agent containment, streams for reasoning traces. The competitive map being drawn includes R2, S3 Express, Backblaze, and the agent-runtime vendors (Modal, E2B), not other databases.
◆Prediction
Expect a managed Vector or Lance-index surface on top of buckets to compete more directly with Turbopuffer and Pinecone, and a Python counterpart to the @tigrisdata/agent-shell TypeScript runtime to widen the agent-developer surface area.

◆Recent moves

  1. 2d ago

    Own Your AI Context with Basic Memory

    Customer case study from Basic Memory showing per-tenant Tigris buckets, rclone bisync, and bucket snapshots backing a portable Markdown knowledge base. Reinforces the per-user bucket pattern that underpins Tigris's agent-storage pitch.

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  2. 16d ago

    Durable global streams in Tigris with S2

    ⚡ SPARK

    S2 Lite on Tigris turns the S3-compatible object store into a durable, globally replicated streaming platform aimed at high-cardinality agent workloads like reasoning traces and event firehoses, with no egress fees.

    View source ↗
  3. 16d ago

    Build a Self-Updating Knowledge Base for Under $10

    Cookbook-style write-up of a self-updating knowledge base built with agent-shell and an Anthropic SDK loop, with atomic-flush-or-discard semantics costing ~$7 per month. Concrete demonstration of agent-shell in production use.

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  4. 21d ago

    We gave just-bash persistent storage

    @tigrisdata/agent-shell ships as a virtual bash environment giving AI agents persistent storage on Tigris buckets, with forks and snapshots for safety. Concrete runtime built on top of the Agent Kit primitives announced two days earlier.

    View source ↗
  5. 21d ago

    The Immutable Agent

    Reference implementation for storage-protected Mastra agents — session forks, validate-before-promote, contain compromise at the storage layer. Concrete instantiation of the immutable-agent pattern Tigris is promoting.

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  6. 23d ago

    Introducing Agent Kit: Storage Workflows for AI Agents

    ⚡ SPARK

    Agent Kit launches as a TypeScript SDK that exposes forks, workspaces, checkpoints, and event-driven coordination on Tigris. Foundational SDK that the rest of Tigris's agent-storage push builds on.

    View source ↗