SYSTEM ONLINE

Industrial Infrastructure for Agentic AI.

Durable Orchestration. Versioned Manifests. Sandboxed Execution.
Stop building fragile scripts. Start engineering resilient agent workforces.

Technical Preview invites sent weekly.

AGENTFSD_KERNEL_V1
UPTIME: 99.99%
DEPLOY_ENG_01 RUN
v2.1.0 • task #8821
QA_SUITE_RUNNER IDLE
v1.4.2 • waiting
ARCHITECT_BOT RUN
v3.0.0 • task #8824
Stream: stdout Live
[10:42:01] INFO Orchestrator: Spinning up sandbox...
[10:42:02] INFO PTY: Connection established (ms=12)
[10:42:02] > git clone https://github.com/agentfsd/core
[10:42:04] SUCCESS Repository cloned.
[10:42:04] > ./run_diagnostics.sh
[10:42:05] INFO Analyzing 14 modules...

Is Your Agent Stack Haunted?

Too many open terminals. Ghost processes. "It worked inside the REPL." You aren't building intelligence; you're babysitting shells.

> python agent_v1.py Traceback (most recent call last): KeyError: 'OPENAI_API_KEY' not found in env... Retrying (1/5)...
> npm run dev [webpack] Compiled with 14 errors > git push origin main ! [rejected] (non-fast-forward) hint: Updates were rejected because...
user@devbox:~$ docker ps CONTAINER ID IMAGE STATUS 8f3a2b1c agent-x Exited (137) > cat /var/log/agent.log FILE NOT FOUND.
Agent: "I have updated the file." User: "Which file?" Agent: "The file you asked for." User: "IT'S EMPTY! STOP HALLUCINATING!"
FATAL ERROR: Maximum context window exceeded. Disconnecting... Session lost. Reflection data corrupted. [Process terminated]
COMPONENT 01

The Unboxed Assembly Line.

We decompose messy prompts into versioned, stable subassemblies. Features a deterministic "Marriage" step that validates Role, Rules, and Steps against your Manifest before the LLM ever sees them.

Context Isolation: Update your {{RULES}} without breaking your {{ROLE}}
{{ROLE}}
{{RULES}}
{{STEPS}}
{{CONTEXT}}
MARRIAGE
{{FINAL}}
COMPONENT 02

Durable Orchestration.

A resilient control loop that manages the agent's lifecycle. It handles timeouts, retries, and state transitions intelligently—ensuring your agent doesn't just hang when the API flutters.

START
EXECUTE
VALID?
NO (RETRY) ↺
FINISH
COMPONENT 03

Stable Execution Hands.

We don't just stream text; we control the terminal. Built on a native PTY/SSH engine, AgentFSD handles real-world friction—SSH keys, permissions, and environment variables—without hallucinating commands that don't exist.

runner-pty-01 — ssh
$ connecting to 10.0.0.1...
Warning: Permanently added '10.0.0.1' (ED25519) to known_hosts.
root@worker:~$ ./deploy_stack.sh
[INFO] Starting deployment sequence...
✔ Pulled latest images
✔ Migrations applied
█
COMPONENT 04

The Lab Notebook.

Every run is a versioned artifact. Trace every success or failure back to the exact combination of Role, Rule, and Model used. We treat agent iterations like scientific experiments, not magic spells.

#8f2a1c SUCCESS
ROLE v1.2
COMMIT 7b3d91
85% Success Rate
#4d1b9e FAIL
ROLE v1.1
COMMIT 2a9f11
45% Success Rate

Engineering Logs.

Deep dives into the mechanics of agent infrastructure.

QUICK ANSWER

What Is Agent Orchestration? A Complete Guide

Read Log
ANNOUNCEMENT

AgentFSD Technical Preview Now Open

Read Log
ENGINEERING

Why We Chose Postgres & JSONB Over Vector DBs for Prompt Versioning

Read Log
View All Engineering Logs

Ready to see the schematics?

Download the full AgentFSD Architecture Spec (PDF) including the Manifest schema and Database Diagram.