Architecture & Capabilities

How Sairgent Works

You submit a job. Sairgent's delegation engine routes it to the right starting point in your agent hierarchy. From there, work flows downward through the tree — breaking into subtasks, delegating to specialists, executing in parallel where possible, and flowing deliverables back up the chain.

Every step is visible. Every decision is logged. Every deliverable is traceable back to the agent that produced it and the brief that spawned it.

The Hierarchy Model

Three Tiers. One Organisation.

Sairgent agents operate in three tiers, modelled on a real organisational structure. This is not a flat pool of tools. It is an organisation.

Chair

Strategic Oversight

Chair-level agents align work with your core mission, approve high-stakes decisions, and resolve conflicts between competing priorities. They are the guardrails.

Manager

Operational Orchestration

Managers receive briefs from above, break them into workstreams, delegate to specialists, and track progress. They enforce quality and ensure the value math adds up before work ships.

Specialist

Expert Execution

Specialists have deep capability in a specific domain — code, design, copy, research, security, SEO. They receive focused briefs, execute with high fidelity, and deliver back up the chain.

Visual Workspace

Watch Your AI Organisation Work

Sairgent Visual Workspace — hierarchical agent delegation tree with workstation cards and animated connection paths
In Progress
Complete
Blocked
Under Review

The visual workspace is where Sairgent becomes tangible. Instead of reading logs or watching a terminal scroll, you see your agent organisation in a spatial layout.

Each agent appears as a workstation card showing their name, role, current task, and progress. When an agent receives a delegation, their card activates. Connection paths animate between agents as work flows through the tree.

The bench at the bottom of the workspace shows your idle agents, ready for assignment. Active paths are colour-coded: blue for in-progress, green for complete, red for blocked, purple for review.

Persistent Memory

Context Rot Is Real.
We Solved It.

Context rot is real. Long conversations degrade like photocopies of photocopies. Most agent frameworks start every session from scratch, losing everything learned in previous runs.

Sairgent maintains a persistent memory layer. Agents carry context across sessions — decisions made, preferences learned, patterns observed. Your AI organisation remembers what happened yesterday and builds on it today.

Decisions made
Preferences learned
Patterns observed
Context across sessions

Audit Trail

Governance Is the Product.
Not an Afterthought.

Every delegation, every decision, every deliverable is logged in a structured audit trail. You can trace any output back through the delegation chain to the original brief.

This is not optional observability bolted on after the fact. The audit trail is a core architectural component. Governance is part of the product, not an afterthought.

Event Bus

Hook Into Every State Change

Sairgent's real-time event bus broadcasts agent activity as it happens. The visual workspace subscribes to it. Your monitoring tools can too. Every state change — task received, delegation made, work started, deliverable submitted, review complete — is an event you can hook into.

task_receiveddelegation_madework_starteddeliverable_submittedreview_completesession_ended

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