Matt Van: All the Agent Engineering Tricks I Know
Former GitHub exec Matt Van Horn released a complete workflow recap on Agent Engineering (the sequel with 913k views). Core methodology: turn vague ideas into plan.md using /ce-plan, then execute with /ce-work; voice input replaces typing; kick off 4-6 independent cmux sessions to push forward in parallel; let Claude handle planning judgment, while Codex takes care of building.
The core value for developers is shifting from "writing every line of code by hand" to "asking questions, setting constraints, judging direction, and continuously correcting course." High-frequency actions are crystallizing into reusable skills; AI is no longer just an IDE completion assistant, but a deployable execution team.
Why it matters: As AI takes on a ton of execution work, humans become more like signal sources in the system, and a developer's core competitive edge shifts to taste, experience, and judgment.
#AI #编程 #Agent #开发者工具 #smart-agent
Former GitHub exec Matt Van Horn released a complete workflow recap on Agent Engineering (the sequel with 913k views). Core methodology: turn vague ideas into plan.md using /ce-plan, then execute with /ce-work; voice input replaces typing; kick off 4-6 independent cmux sessions to push forward in parallel; let Claude handle planning judgment, while Codex takes care of building.
The core value for developers is shifting from "writing every line of code by hand" to "asking questions, setting constraints, judging direction, and continuously correcting course." High-frequency actions are crystallizing into reusable skills; AI is no longer just an IDE completion assistant, but a deployable execution team.
Why it matters: As AI takes on a ton of execution work, humans become more like signal sources in the system, and a developer's core competitive edge shifts to taste, experience, and judgment.
#AI #编程 #Agent #开发者工具 #smart-agent