Go all in on AI agents with zero-trust control.
Give every engineering team the golden path to build, govern, and execute autonomous multi-agent swarms. Features volatile RAM BYOK key zeroization, cyclic reflection loops (N ≤ 5), 18,000+ governed MCP tools, and native 1-click Python code ejection without platform lock-in.
Open-Source Core • BYOK AES-256 Privacy • No Credit Card Required
Decomposes complex engineering workflows into DAG subgraphs and governs tool calling.
Volatile RAM key zeroization in < 0.2ms
Enterprise LLM keys are decrypted exclusively in ephemeral memory closures strictly for the duration of the model invocation and zeroized immediately via del api_key. Plaintext credentials never touch disk, swap, or persistent logs.
graphvy-engine/memory_vault.pyMathematically bounded reflection loops (N ≤ 5)
Unlike legacy automation tools where cyclic self-evaluation can trigger runaway billing and endless token burn, Graphvy’s dynamic LangGraph compiler enforces deterministic recursion caps before tool and agent dispatch.
graphvy-engine/compiler.pySecure and control everything agents do
Credit card number (4532-••••-••••-8921) intercepted during Gmail tool dispatch.
Get everyone delegating work to autonomous agents
GitHub MCP server for code, pull request, and repository orchestration.
Microsoft MCP for securely managing enterprise email, calendar, and contacts.
Slack MCP server for team communication, alerts, and autonomous channel dispatch.
Enterprise database queries with pgvector similarity search and RLS validation.
Automated sprint backlog grooming, issue tracking, and PR linking.
Privacy-preserving real-time web grounding and knowledge verification.
Battle-tested multi-agent blueprints ready to deploy
Every blueprint runs on Graphvy’s stateful Python engine and can be ejected into standalone, typed LangGraph scripts with 1-click without vendor lock-in.
Self-Reflecting Code Reviewer
Ingests local git diffs via REMI bridge, evaluates syntax against unit tests, and loops cyclically up to 5 times until code passes all verification gates.
Zero-Trust Knowledge RAG
Sub-millisecond vector similarity search across 1536-dimensional architectural specs with hardware-isolated volatile key decryption and automatic PII redaction.
Governed Autonomous Ops Triage
Ingests production incident telemetry, executes authorized diagnostic tools, and alerts on-call engineers while strictly blocking egress to internal RFC 1918 private subnets.
Technical specifications & engineering updates
Graphvy v1.0: Python-Native LangGraph Visual Orchestration & Control Plane
Launching the visual studio for stateful multi-agent systems with 1-click standalone Python code ejection, eliminating platform lock-in forever.
Zero-Trust BYOK Vault: Ephemeral Volatile Memory Decryption & Immediate Zeroization
A deep architectural breakdown of how Graphvy decrypts enterprise LLM credentials strictly inside volatile closures and wipes them via del api_key in <0.2ms.
Taming Infinite Loops: Deterministic Recursion Caps (N ≤ 5) in LangGraph Swarms
Why self-evaluating reflection loops cause unexpected token burn in legacy workflow builders, and how Graphvy enforces mathematical iteration bounds.
Frequently asked questions
Make your company AI-native
Enterprise control plane for autonomous swarms
Connect your developer workflows, govern unmonitored MCP tool calls, and run stateful cyclic LangGraph graphs with complete zero-trust visibility.