1 min read

Automation — Series Index

Automation architecture begins by separating deterministic workflows from AI systems and assigning work across code, models, and humans. The sequence develops bounded agent patterns, human review, state, retries, observability, security, and failure controls into a practical design worksheet.
1 min read Featured

Work Design for the AI Era — Series Index

AI adoption succeeds when organizations redesign work rather than graft automation onto existing processes. The sequence reframes units, modes, hidden labor, review capacity, roles, accountability, and management, then brings those choices together in a practical work-design audit.
1 min read

Trust That Actually Compounds — Series Index

Trust is an operating asset that determines speed, yet it grows through repeated evidence and can falter after a miss. The sequence moves from reliability and credibility through transparency, transfer, repair, team costs, and a practical audit.
1 min read

The Right Depth for the Problem — Series Index

Effective problem solving begins by matching depth to the problem, its reversibility, and its blast radius. The sequence progresses from classification and constraint discovery through method choice, root cause, ownership, stopping rules, and an operating system.
1 min read

The Economics of Intelligence — Series Index

Intelligence is becoming a capital allocation decision shaped by model quality, latency, cost, and physical constraints. The sequence develops the economics of task routing and inference, then connects unit economics to strategic advantage and a practical audit.
1 min read

Workflow Ontology — Series Index

Work becomes harder to manage when status, state, ownership, queues, dependencies, and approvals lack precise definitions. The sequence establishes the basic objects of work, traces where workflows break, and concludes with AI readiness and an operational audit.
1 min read

The AI-Native Security Model — Series Index

AI expands the security perimeter across human and agent identities, tools, prompts, data, context, and workflows. The sequence follows risk from permissions and attacks through verification, logging, governance, incident response, and a practical security audit.
1 min read

The AI Control Plane — Series Index

AI systems need coordinated control over identity, permissions, tools, models, budgets, memory, and context. The sequence builds this governance layer from action boundaries and routing through evaluation gates, observability, escalation, human review, and a practical audit.

Choose your reading rhythm.

Start with a weekly briefing, add daily notes, or hear only when a durable essay or research update is ready.
You've successfully subscribed to Antoine Buteau
You've successfully subscribed to Antoine Buteau
Welcome back! You've successfully signed in.
Press ESC to close.