Stop building stateless agents.
Memory matters.
Pack workspaces for LLMs in milliseconds with Kord, and persist bi-temporal execution state with Siranta Gateway.
AnthropicXML
LangChainAGENTS
PostgreSQLPGVECTOR
DockerCONTAINER
OpenAIGPTOne ecosystem. Two strategic engines.
We separate static context preparation from active runtime memory execution. Kord compiles your codebase XML to bootstrap agent context, and Siranta Gateway preserves the live execution ledger over standard JSON-RPC 2.0 (MCP).
Kord
Instant Codebase Packer for LLM Context
An offline-first command line utility built in Go that scans your workspace, respects `.gitignore`, filters out binaries, and packages your entire codebase into a clean, token-efficient XML representation in under 0.5s. Ready to drag-and-drop straight into Claude Projects, Custom GPTs, or Gemini workspaces.
- Compresses codebases 10x using structural XML wrapping
- Auto-skips binaries, logs, and node_modules to preserve context
- Provides instant prompts directly to your terminal pipeline
- 100% offline, zero data egress, zero cloud requirements
Siranta Gateway
Statically Linked Go Memory Proxy
Our flagship commercial memory engine. Gateway operates as a secure proxy database communicating via JSON-RPC 2.0 over standard I/O (MCP). It features an append-only bi-temporal record store powered by an embedded graph database, securing state changes via Ed25519 cryptographic signatures and JWTs.
- Bi-temporal memory ledger — time-travel audit state evolution
- Zero anonymous writes — validated via Ed25519 JWT keys
- Native semantic vector search powered by local or cloud APIs
- Native bbolt-backed transactional engine for zero-overhead local storage
Inspect both engines in real time.
Toggle between the static Kord XML codebase compiler and Siranta Gateway's dynamic bi-temporal memory timeline.
For Orchestration & Compliance
Manage agent workflows across multi-agent teams with strict, tamper-proof state management. Track state transitions using bi-temporal ledgers and verify state-change authorization using Ed25519 signatures.
{
"status": "shipped",
"entity_id": "order-789",
"total": "$249.00",
"items": [
{ "sku": "WIDGET-X", "qty": 2 }
],
"customer": "Alice",
"txn_id": "ch_3Mv98L",
"tracking": "1Z999AA10123"
}Why traditional databases fail agents.
AI agents mutate state as they execute. Traditional transactional engines overwrite transitions, losing critical context.
Agent Drift & Forgetfulness
When autonomous agents loop on decisions, they quickly run out of context length. Siranta Gateway provides persistent state queries: agents look up their own history without feeding hundreds of raw conversational messages back into LLM prompts.
Signature Authorization
Prevent rogue or anonymous agents from mutating your database variables. Gateway enforces Ed25519-signed state tokens, registering each mutation to a verified agent DID.
Bi-Temporal Auditing
Query what the agent believed was true at 10:15 AM yesterday. Gateway preserves old nodes instead of overwriting, enabling time-travel reasoning audits.
Relational Entity Connections
Gateway structures relationships directly over a lightning-fast, embedded key-value store. Map relationships between different entities (e.g. `Agent` -[WRITES]-> `MemoryNode` -[REFS]-> `Entity`) to establish structured, multi-dimensional semantic mapping.
From local sandbox to production scale.
Kord introduces your engineering team to Siranta context schemas at zero cost. Once agent workflows need state persistence, Gateway is the natural second step.
Adopt Kord Locally
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One Command Setup
Install instantly with Go: go install github.com/siranta-ai/kord@latest
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Pack Context Fragments
Respects git ignores and structures files into high-fidelity XML tokens.
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Frictionless Prompting
Works with terminal interfaces and manual prompt UIs with no signup.
Connect Siranta Gateway
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Isolated Go Binary
Deploy as a secure memory proxy over STDIO with zero cloud egress.
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Bi-Temporal Graph Storage
Store state transition history natively using localized, append-only database paths.
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Cryptographic Keys
All state-change mutations are signed with Ed25519 keys, preventing injection.
Start with Kord.
Scale with Gateway.
Free local onboarding using the Kord CLI binary now, enterprise runtime memory proxy when your production agent flows are ready.
Join the Kord Open Source Project
Kord is built in the open. Help us improve repository tokenization rules, add code parsers, or expand export compatibility. We welcome documentation fixes, code optimizations, and feature integrations.