Agentic systems orchestration

Operational control for agentic AI.

Tekroo is an orchestration architecture for persistent teams of specialized AI agents. It establishes explicit roles, bounded capabilities, structured workflows, independent verification, and human decision authority.

Tekroo Teams 0.10.0 · macOS 15+ · Apple silicon · No charge

Governed multi-agent operating model Human authority directs an orchestration control plane that coordinates specialized planning, architecture, implementation, and verification roles while policy and evidence systems remain connected. CONTROL ARCHITECTURE SYSTEM ACTIVE DECISION AUTHORITY Human direction + acceptance ORCHESTRATION Operational control plane Assign · constrain · monitor · recover POLICY Boundaries EVIDENCE Traceability 01 Plan 02 Architect 03 Build 04 Verify EXPLICIT STATE / CONTROLLED CONTEXT / INDEPENDENT REVIEW
Conceptual operating model
01Defined authority
02Controlled workflow
03Independent verification
04Recoverable execution

The systems problem

Capability without control is not an operating model.

Useful multi-agent systems require more than models exchanging messages. They require explicit organization: who may act, what context accompanies the work, how decisions are recorded, and who determines whether the result is accepted.

01

Role and capability boundaries

Each agent occupies an identified role with declared responsibilities, tools, and authority.

02

Structured task context

Context moves with the assignment as a controlled system object rather than an unbounded conversation.

03

Lifecycle orchestration

Finite, dependency-aware workflows govern assignment, progress, escalation, review, and recovery.

04

Separation of execution and verification

Testing, security review, and acceptance remain distinct from the agent that produced the work.

05

Model-independent organization

Roles and workflows remain stable while the models and tools assigned to them can change.

Engineering principles

Designed for accountable AI operations.

Tekroo treats agentic operation as a distributed-systems problem. Control, observability, and recovery are architectural responsibilities—not prompt conventions.

Observable

Assignments, state transitions, outputs, and review evidence remain inspectable.

Bounded

Roles operate within defined authority, time, and resource constraints.

Recoverable

Interrupted work fails explicitly and can resume from durable operational state.

Human-directed

People retain policy authority, escalation control, and final acceptance.

Public developer preview

Tekroo Teams 0.10.0

A downloadable operator client for directing and inspecting a role-based AI software-development team.

Product
Tekroo Teams
Version
0.10.0 preview
Platform
macOS 15+, Apple silicon
Availability
Public download · No charge
Source
GitHub repository ↗