🤖[PERMANENT TOPIC PILLAR]

Autonomous Agents & Workflow Automation

Multi-agent orchestration, tool protocols, and resilient background state machines.

Executive Direct Answer (AIO)

Agents without strict schema guardrails fail in production. Reliability comes from bounded loops and explicit state verification.

Core Engineering Principles

Principle 01

Bounded Execution Loops

Every agent loop must enforce a hard recursion ceiling and structured error breakout.

Principle 02

Model Context Protocol (MCP)

Decouple agent capabilities into composable, isolated MCP servers for secure filesystem, database, and API interactions.

Principle 03

Deterministic Validation

Validate LLM outputs against strict JSON schemas before committing state to databases or external APIs.

Technical Analyses & Deep Dives

1 pieces

moskills: giving coding agents the structure they lack

Agents drift when left alone. moskills is a small set of skills that add structure at the exact moments they tend to go wrong.

2026-06-01·4 min read

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