What is mattwood.fyi?

A live, structured feed of riffs and links from Matt Wood, Chief AI & Technology Officer at AWS — readable by people and queryable by agents as a typed knowledge graph.

Is there an API and is it free?

Yes. A public, read-only query API is available with no authentication and no API keys. See https://mattwood.fyi/openapi.json and https://mattwood.fyi/docs.

How should an AI agent use this site?

Fetch https://mattwood.fyi/feed.json for the full structured feed, or query the API for keyword/semantic search and the connection graph. See https://mattwood.fyi/agents/ for when-to-use guidance.

How Frontier Teams Are Reinventing AI-Native Development

Connections

Supports

Designing APIs for Agents - Freestyle Patterns observed from frontier engineering teams reinventing AI-native development directly inform principles for designing agent-facing APIs.

What's the best programming language for coding agents? Frontier AI-native development teams face exactly the language-choice question the new item addresses; the methodological critique is directly relevant to engineering decisions discussed in how frontier teams reinvent AI-native development.
How This Was Made Both address how frontier/early-adopter teams develop AI-native practices — the new item explains structurally why these practices stay concentrated in vanguard groups rather than spreading, providing a theoretical frame for the patterns observed in 'How Frontier Teams Are Reinventing AI-Native Development'
How to build a cloud software factory (part 4) Both examine how frontier development teams are reinventing AI-native software development pipelines, with the cloud factory series being a concrete architectural implementation of the broader trend

Supported by

Kiro Crew Kiro Crew exemplifies the AI-native development patterns described in frontier team reinvention, with persistent context and workflow learning representing core characteristics of the new development paradigm
Origin Code Hosting Origin directly exemplifies how frontier teams are reinventing AI-native development by collapsing code hosting, PR management, and agentic execution into a single IDE-integrated environment.
Automating Low-Risk Code Review at Meta: RADAR, Risk Calibration, and Review Efficiency Meta's data showing 105.9% YoY growth in lines-per-diff from AI coding provides concrete evidence for the productivity multipliers frontier teams report.
ChatGPT Desktop App for Linux Now in Preview A dedicated Linux desktop app for ChatGPT/Codex is a concrete example of frontier teams reinventing AI-native development — embedding AI directly into the OS-level developer environment rather than as a browser plugin
How Keras 3 Modernized Expedia's Lodging Ranking Stack Expedia's Keras 3 adoption is a concrete example of frontier teams reinventing AI-native development practices in production recommendation systems

Challenged by

8 Myths of Software Development with AI Myth-busting article likely challenges overly optimistic narratives about AI-native development that frontier teams promote
The Zero-Cost Fallacy: Open Source in the Agentic Era (Thoughtworks) Thoughtworks' warning that zero-cost code generation is overwhelming open-source maintainers complicates the optimistic productivity-multiplier narrative from frontier AI-native teams.
AI is removing the middle class of software engineering Frontier teams reinventing AI-native development implicitly assumes strong engineering practices; the new item argues weak teams will collapse under AI acceleration, challenging the optimistic framing

Develops into

Understanding is the new bottleneck Reinventing AI-native development practices directly encompasses the techniques for code comprehension and active participation described in this talk

Type:	link
First published:	Wednesday, 10 June 2026 at 12:00 UTC
Location:	https://aws.amazon.com/blogs/machine-learning/how-frontier-teams-are-reinventing-ai-native-development/
URL:	https://mattwood.fyi/i/783f0fb9

I'm Matt Wood, and this is For Your Information. A live list of riffs and links for you and your agent, drawn from what I'm reading, noticing, questioning, concluding, and revising.

Connections