Blog

Notes on engineering context.

Docs, APIs, onboarding and working with coding agents.

MCP

What is an MCP server and how does it work?

MCP lets coding agents use your tools and data through one standard interface. Here is what an MCP server is and why it matters for engineering teams.

Sep 29, 2026 · Osco Team

AI coding agents

What is context engineering?

Context engineering is the practice of giving an AI agent the right information at the right time. Learn how it differs from prompt writing and how to start.

Sep 26, 2026 · Osco Team

Engineering docs

Building a documentation culture in engineering teams

Documentation habits fade when they are extra work. Here is how to make writing things down part of how engineering teams already ship.

Sep 23, 2026 · Osco Team

Engineering docs

How to structure an engineering wiki that people actually use

A wiki is only useful if people can find things. This guide covers a simple structure, naming rules and upkeep habits for engineering teams.

Sep 20, 2026 · Osco Team

Team workflow

Why tasks and docs belong in the same workspace

When tasks and documentation live in different tools, context gets lost between them. Here is why keeping them together speeds up engineering work.

Sep 17, 2026 · Osco Team

Engineering docs

What is tribal knowledge and how to capture it

Tribal knowledge is what only a few people know. Learn why it is risky for engineering teams and simple ways to write it down before it walks out.

Sep 14, 2026 · Osco Team

Team workflow

What are acceptance criteria? Definition and examples

Acceptance criteria say when a task is truly done. Learn how to write clear, testable criteria with examples engineers and agents can both follow.

Sep 11, 2026 · Osco Team

Architecture

Decision log: what it is and a template to start with

A decision log records what you chose and why. Use this template to stop re-debating old choices and help new teammates understand your system.

Sep 8, 2026 · Osco Team

API design

How to write API documentation developers actually use

Good API docs get developers to a working request fast. Learn what to include, how to organise it and how to keep the reference accurate.

Sep 5, 2026 · Osco Team