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AI agents that compound your team's execution

Flockfly turns repeated work into managed agent capabilities: agent definitions, skills, validation signals, and deployment targets that improve with every session.

Harness-agnostic agent configs
Managed tool integrations
Session feedback that compounds
Governed updates and approvals

Flockfly Harbor

Managed agent operations

Live

Agent fleet

18 capabilities

Release steward

CI signal routed to fix PR

Validated

Support analyst

New runbook skill proposed

Learning

Platform scout

Claude Code + Kiro targets

Ready

Compile targets

Aviary definitionsource of truth
Claude Codeready
Kiroready
Customer runtimeisolated

Feedback loop closed

Tests, reviews, and operational signals update the next agent run without exposing tenant boundaries in the API contract.

AI Adoption Ladder

Take your company's AI adoption to the next level

Flockfly treats every agent as an evolving product surface. Each level is useful on its own and creates the operational primitive needed for the next.

Slack-style conversation showing Flockfly AI attaching generated code artifacts before repository integration is available.

Aviary Agent

Agent primitives built once and shared everywhere

Agents are built and shared in a collaborative environment. Define an Aviary Agent once, then compile it into the agent harnesses your teams actually use.

One source model, many places to work

Aviary keeps the agent definition portable: shared primitives, harness-specific compilation, and interaction surfaces that fit each team's workflow.

Supported harnesses

Claude Code
Codex
Kiro

Supported Workplace Collaboration Integration

Slack
Custom application with Aviary-SDK

Architecture

A harbor for agents, tools, and customer-owned runtime

Flockfly keeps the API clean while letting each customer operate through their own endpoint, storage boundary, and execution environment.

Service map

Clean API surface, explicit runtime boundary

Flock App / CLI

Agent setup, MCP integrations, sessions, and operator workflows.

Aviary

Source models for agent configs, skills, tools, prompts, and compile targets.

Murmur

Durable record of sessions, artifacts, tool calls, feedback, and outcomes.

Harbor

Integration hub for MCP servers, tools, and third-party systems.

Stratus

Managed runtime layer for secure agent execution in the right environment.

Built for tenant-specific operations

Organizations can receive their own service endpoint and store agent state in their own infrastructure while Flockfly remains the abstraction layer.

No org fields in the public API contract
Tenant routing belongs to endpoint and infrastructure boundaries
Permissions can evolve as a separate policy layer

Build the agent layer your teams can trust

Your organization understands things no competitor can replicate. Flockfly makes that understanding deeper, reusable, and easier to operate.