Practical coding-agent workflows
A practical field guide for agentic coding in 2026.
With Agents is a source-backed series about coding agents: durable repo-local context, the current landscape, risk-scaled evidence, small-thread operating practice, an Amp case study, and the resource library that grounds the writing.
Core entry points
Start by the problem you need to solve.
These are the current entry points for using coding agents deliberately: keep context durable, scale proof to risk, preserve useful handoffs, and trace claims back to source material.
Context anchor
Your Repo Is the Memory
A field guide for keeping coding agents aligned with repo-local truth, shared state, proof, and human judgment.
Series map
Agentic Coding in 2026
A practical field guide to cheap implementation, alignment, proof, useful friction, codebase infrastructure, context hygiene, and factory-era workflows.
Proof stack
Make the Agent Prove It
A risk-scaled ladder for tests, real-system checks, conformance suites, evidence artifacts, sandboxing, and review.
Workflow practice
Small Threads, Durable State
A day-to-day procedure for wide research, narrow implementation, work items, handoffs, progress logs, and verification records.
Tool case study
Amp as a Factory-Era Case Study
A current Amp example for task sizing, delegation contracts, context hygiene, proof loops, review, and orchestration.
Source trail
Curated talks and summaries
Podcasts, videos, articles, and transcript-backed notes you can scan before watching.