Articles
How agents ship
26 guides on the worker, the eval, and the runtime.
11
How to Auto-Write a Weekly Research Brief With an AI Agent
Cron starts the run. An agent reads allowlisted sources, writes a memo you can test, and parks it in a human review queue
18 min · Aug 23, 2026
Aug 23, 2026
18 min read
12
What Is a Coding Agent vs Copilot or a Chat Window
A coding agent is given a software job, tools that touch a repo, and a finish line you can check
18 min · Aug 10, 2026
Aug 10, 2026
18 min read
13
How to Run a Coding Agent in Your GitHub Repo Safely
Put a coding agent on a GitHub repo without merging unreviewed code: assign an issue, run it in a sandbox, require a human to approve the PR and the Actions
18 min · Aug 16, 2026
Aug 16, 2026
18 min read
14
8 Best AI Coding Agents in 2026 for Real Repos
Rank coding agents the way you would a hire: pull request hygiene, an isolated sandbox, and tests that run
18 min · Aug 19, 2026
Aug 19, 2026
18 min read
15
When Not to Let an AI Agent Write or Merge Code
When an AI agent should not write or merge code: secrets, migrations, auth, and unsigned CI
17 min · Aug 17, 2026
Aug 17, 2026
17 min read
16
How Tool Calling Works in a Production AI Agent
How tool calling works when an AI agent edits files, runs tests, and calls APIs: a JSON schema, a timeout, a permission, and a runtime that owns the loop
17 min · May 22, 2026
May 22, 2026
17 min read
17
What Is an Ops Agent vs Zapier, n8n, or a Runbook
An ops agent finishes operations work with tools and a stop rule. How it differs from a Zapier or n8n path, and from a runbook a human still has to walk
17 min · Aug 9, 2026
Aug 9, 2026
17 min read
18
How to Put an Ops Agent in Production on Real Systems
Five steps to put an AI ops agent on real systems: a named identity, an allowlist, a dry-run on every write, an eval on frozen incidents, then write tools
18 min · Aug 13, 2026
Aug 13, 2026
18 min read
19
7 Best AI Ops Agents in 2026
I ranked seven AI agents for operations and back-office work on tool governance, audit logs, and retries
17 min · Aug 24, 2026
Aug 24, 2026
17 min read
20
When Multi-Agent Orchestration Beats One Agent With Tools
One agent with tools is the default. Split into specialists only when a single worker would hold permissions that should never sit together, then run them as a shop with a shared goal and a packet at every seam
17 min · May 9, 2026
May 9, 2026
17 min read