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Agent Ops: Code, Orchestration, Governance, Languages, Tests

Coding for Agents argues that agents force engineers to favor explicit, model-friendly code and tooling, prioritizing legibility, schemas, and guardrails over personal stylistic cleverness. Outcome engineers should treat code as a contract for models—invest in schemas, typed interfaces, and runtime guardrails so agents operate on auditable, machine-friendly artifacts (Principle 06/10).

Dataiku evolves into orchestration layer for enterprise-grade AI agents repositions Dataiku as the orchestration layer with Platform for AI Success and Dataiku Agent to operationalize trusted, measurable agents. This gives practitioners a concrete enterprise control plane pattern for multi-agent workflows and outcome measurement—exactly the orchestration surface you need to standardize deployments (Principle 09/16).

Microsoft warns ungoverned AI agents can become corporate ‘double agents’; launches $99/month governance suite launches Agent 365 and Enterprise 7 to centralize governance and secure corporate AI agents. If you manage agent fleets, expect governance primitives—policy enforcement, audit trails, and centralized controls—to become procurement requirements and a must-have integration point (Principle 10/15).

Mog: A Programming Language for AI Agents introduces an embedded language that lets agents safely write, compile, and load native plugins under capability-based permissions with an auditable Rust toolchain. Treat this as a template for language-level containment: capability-based security and auditable toolchains make emergent behaviors tractable when agents extend themselves (Principle 07/10).

OpenAI to acquire Promptfoo acquires Promptfoo to embed automated security testing and red‑teaming into Frontier, improving enterprise agent safety, compliance, and auditability. Build your pipelines to run continuous red‑teaming and generate artifacted security reports—security testing is moving from optional to integrated infrastructure for agent platforms (Principle 14/16).