Native MCP integration: bringing real tools into your agent workflow
MCP connects agents to docs, databases, APIs, and internal tools—so they act on real sources of truth instead of guesswork.
Field notes on software engineering, cloud systems, AI, and the decisions behind the build.
17 notes found
Event-driven hooks (like on file save) can run docs/tests/formatting automatically—keeping your PRs merge-ready.

Steering helps you define rules, style, and workflows so agents follow your team’s conventions instead of inventing their own.

EARS turns fuzzy ideas into testable requirements—especially useful when you rely on agents to implement features.

Kiro turns prompts into EARS-style requirements, designs, and task plans—helping you move from “ideas” to shippable, verifiable code.

As agents dynamically execute code and freely access databases, cybersecurity paradigms must adapt drastically. An exploration of prompt injection, data exfiltration, and sandboxing architecture in 2026.
