reasoning loops

Tier‑0 Knowledge Layer for Agentic Engineering

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Playbook
agentic engineeringproduction AI agentsAI reliability

You move from impressive pilots to audit-survivable, production-grade agentic systems with measurable “done,” enforceable controls, and a tested kill-switch and recovery plan. TL;DR Convert every agent request into 8–12 word, binary pass/fail acceptance criteria before building anything. Classify embeddings/KG/telemetry as Tier‑0 and gate production on immutable logs, SoD, segmentation, and restore drills. Decouple control/data/model/experience planes … Read more

What Is Agentic Engineering? The Discipline Enterprises Need in 2026

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Field Manual
AI observabilitymulti-agent orchestrationAI agents

Adopt agentic engineering as a discipline and your organization moves from demo-grade agents to production-grade systems with named decision boundaries across reasoning, execution, governance, operations, and economics. TL;DR Agentic engineering is the discipline of running AI agents as production systems — bounded autonomy, named decision boundaries, runtime governance. Once a system can plan, call tools, … Read more

Production AI Agent Architecture Field Manual

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Field Manual
AgentOpstoken budgetingAI reliability

Teams that adopt this architecture move from opaque prompt experiments to production-grade workflows — with explicit decision boundaries, bounded autonomy, and measurable rollback paths. The patterns below echo Anthropic’s Building Effective Agents (Dec 2024), Google’s SRE Workbook practices on bounded systems and failure budgets, and a hard operational reality: most agent failures in production are … Read more