Open-source guardian system
Seraph keeps memory, timing, and execution attached to the same workspace, so the agent can remember context, follow through with tools, and stay legible while work is happening.
Context stack
Seraph keeps plans, recent decisions, and active runs close enough to resume useful work instead of restarting from prompt zero.
Live memory
Long-term context stays live instead of resetting every session.Goals, plans, notes, and recent activity stay available for the next decision.
Intervention queue
Briefings, reviews, and ranked interventions stay attached to the same system.Timing and execution remain legible while work is moving.
Control layer
Approvals, fallback paths, and active runs remain inspectable.Why Seraph
The product is designed to keep memory, attention, execution, and human steering in the same loop so useful work can continue after the first answer.
Keep the thread
Plans, recent activity, queued decisions, and working context stay close enough to resume from instead of forcing the user to reconstruct state each time.
Show the work
The system does not bury approvals, degradation, or active work behind theatrical presentation.
Follow through
Reasoning and action remain part of one product loop instead of separate disconnected modes.
What stays visible
Sessions, memory, active work, approvals, workflow runs, and recent execution belong to the same environment so the human can steer without losing situational awareness.
Continue from where useful work last paused instead of starting over.
Stored context supports the next decision instead of disappearing behind a thread boundary.
Human decisions stay explicit when execution crosses trust boundaries.
The system stays inspectable while work is moving, not only after it finishes.
Shipped foundations
Longitudinal memory, real execution, and explicit human steering in one working system.
Memory
Context compounds instead of resetting at the edge of a conversation.
Timing
Interventions can be ranked around timing, not only availability.
Execution
Real-world actions stay attached to the workspace where they were initiated.
Oversight
Legibility remains part of the product instead of a hidden debug layer.
Guardian loop
The product only works when those loops reinforce each other instead of collapsing back into one-off chat.
Read current work, schedules, screen context, and recent activity.
Maintain a living picture of the human, their priorities, and commitments.
Rank leverage, risk, and timing instead of treating every task as equal.
Move through tools, workflows, and integrations with visible control.
Use outcomes and feedback to improve the next intervention.
Current direction
Explore the docs, inspect the code, and follow the roadmap as Seraph deepens memory, presence, and intervention quality.