Autonomous Agent Architecture
The Nested Loop Cadence
Each AI agent runs in nested time loops — inner loops spin fast and do the work, outer loops provide gravity, direction, and memory compression.
CORE
Context Flows Down ↓
Results Flow Up ↑
The Five Loops
Every loop has a cadence you configure. A startup might run vision cycles weekly and strategy monthly. An enterprise might do vision monthly and strategy quarterly. The structure adapts — the principle stays.
A single work session. The agent boots, reads context, does work, writes what it learned, and exits.
The standup rhythm. Track what got done, what's blocked, and what's next.
Dream and plan. Step back from execution, look at the bigger picture, set priorities for the next cycle.
What to pursue and what to ignore. Reassess direction based on accumulated outcomes.
Mission and principles. The agent's purpose. Only changes if the world fundamentally shifts.
Why Nested Loops Work
Continuity Without Memory
Each session is stateless. But the workspace persists. The agent reads its own notes on boot — continuity emerges from the file system, not from keeping a process alive.
Compression Over Time
Recent history at full detail. Older history compressed to decisions and outcomes. Like human memory — vivid recent recall, progressively abstracted past.
Authority Increases Outward
Inner loops are fast but constrained. Outer loops are slow but authoritative. Strategy overrides vision. Identity overrides everything. Same as a healthy organization.
Configurable Cadence
The loop structure is fixed. The timing is yours. Run vision weekly or monthly. Run strategy monthly or quarterly. The agent adapts to your rhythm.
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