Agent reliability by micro-systems: a practical series map
A focused roadmap for building reliable agent systems from deterministic subsystems.
Technical field notes
Agent automation architecture, implementation, and reliability notes
Technical guides, incident analyses, and operating patterns from production AI workflow automation systems.
Agent Concierge OS: why concierge is an operating system problem
A practical thesis for turning fragmented concierge operations into governed production workflows.
Agent Concierge OS architecture: memory, matching, approvals, and execution
The minimal production architecture and contracts that keep quality stable under pressure.
Concierge OS reliability: keep white-glove service stable under load
Controls, incident playbooks, and weekly metrics that prevent operational drift.
Concierge provider mesh: how customer agents and provider agents should cooperate
A practical two-sided model for preference-aware matching and execution reliability.
Concierge control room: realtime operations and GIS-style command views
How to design operational visibility for timing-critical concierge workflows.
Concierge OS governance: privacy, approvals, and auditability by design
A practical control model for sensitive data and high-risk execution steps.
From concierge services to product: turning delivery work into reusable software
The delivery-first loop for turning paid execution into durable product modules.
One concierge workflow end-to-end: intake -> match -> approve -> fulfill
A concrete implementation path for the first production workflow lane.
Concierge OS in 90 days: a practical rollout roadmap
A staged plan to move from one scoped lane to stable multi-lane operations.
The 2-hour OpenClaw VPS setup (and the 5 traps we hit)
Stable setup path with real failure signatures and recovery checks.
Secure access without drama: Tailscale Serve, pairing, and tokens
A practical access model teams can run under pressure.
Gmail at scale: Pub/Sub watch that actually delivers
IAM and org-policy realities behind reliable inbox workflows.
Browser control: managed profile vs extension relay
How to choose the right control mode when deterministic interaction matters.
Voice and notes: turning Telegram into a daily command center
How voice input/output improved adoption once the stack was stable.
Reliability playbook: when the bot stops replying
The repeatable recovery model we use when sessions drift or gateway state goes stale.
Tool contracts for agent systems: validate, gate, retry, and prove side effects
A practical contract pattern using pydantic, tenacity, and idempotency receipts.
Run queues for agent systems: claim, lease, heartbeat, finalize (without eating jobs)
A deterministic queue contract for exclusive ownership, bounded retries, and crash-safe recovery.
Event inboxes for agent systems: webhook intake, dedupe, replay, and recovery
An inbox-first ingestion pattern that keeps events replayable and side effects auditable.
Retrieval boundaries for agent systems: scoped recall, ranking checks, and no-answer contracts
A deterministic retrieval loop for safer context selection and fewer confident wrong answers.
Streaming state coherence: partial output, cancellation, and finalization without UI drift
A practical stream contract with sequence IDs, replay, and deterministic terminal snapshots.
Capstone lane: one production workflow from intake to runbook
The implementation blueprint and artifact checklist for shipping one reliable workflow lane end to end.
Versioned state and conflict recovery for agent systems: series map
The reading path for deterministic shared-state ownership under concurrency.
Versioned state for agent systems: optimistic writes, conflict events, and safe retry loops
A deterministic state contract for concurrent users and workers without silent overwrites.
Conflict events for agent systems: preserve user intent under concurrent writes
How to rebase safely and surface blocked edits without silent merges.
Durable undo/redo for agent systems: persist intent history across restart
Treat undo/redo as recoverable system state, not local UI memory.
Bounded batch mutations for agent UIs: stop write storms without dropping intent
Queue caps, stop rules, and refetch contracts for safer collaborative saves.
Capstone: collaborative state recovery lane for agent systems
The complete production lane with conflicts, retries, durable history, and recovery drills.