mattwood.fyi

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.

Links indicate relevance, not agreement. How to use this site →

Beyond the Prompt: Claude Code

Core principle (from Boris Cherny, Anthropic): "Give Claude a way to verify its own work. Without that, you are the only feedback loop. With it, Claude iterates until things actually work, and Boris says this alone gives a 2-3x quality improvement."

permalink5 · arps18.github.io →

Agentic Football Cup 2026

Format: Free half-day workshop. Build AI agents, watch them compete in real-time football simulation.

permalink1 · agenticfootballcup.com →

Magnifica Humanitas On Safeguarding the Human Person in the Time of Artificial Intelligence

Marking the 135th anniversary of Rerum novarum, Pope Leo XIV releases his first encyclical, entitled 'Magnifica humanitas: On Safeguarding the Human Person in the Time of Artificial Intelligence.' He appeals for the safeguarding of humanity, promotion of truth, dignity of work, social justice, and peace.

permalink4 · www.vatican.va →
Agentic Patterns - Veso

| # | Postulate | What to do | |---|-----------|-----------| | 1 | Start with a persistent instruction file | Create a CLAUDE.md, AGENTS.md, or GEMINI.md before writing any agent config | | 2 | Enforce safety outside the prompt | Put style in instruction file, linting in hooks, destructive blocking in permissions | | 3 | Budget your context window

permalink4 · veso.ai →

GitHub - Lum1104 Understand-Anything interactive knowledge graph for codebases

Stats: 34.7k stars, 2.8k forks, TypeScript 70.4%, MIT License

permalink1 · github.com →
Aarthi Raju Amazon Quick productivity workflow LinkedIn

The LinkedIn post was not fully crawlable, but references the gist at https://gist.github.com/aartraju/cedca245d76894ebe44ba2322ab15682 which provides the full tutorial. See the companion expanded note for the gist content.

permalink2 · www.linkedin.com →
How to sync Outlook Gmail calendars using AI MCP Amazon Quick

Outlook → Gmail (work travel → family calendar): - Title contains "Business Travel" → Sync + invite husband - Title contains "Team event" → Sync + invite husband
- Category = "Sync to Gmail" → Sync + invite husband - Event spans 2+ days → Sync + invite husband

permalink3 · gist.github.com →

Agent Toolkit for AWS

AWS MCP Server - Full AWS API coverage (300+ services, 15,000+ API actions) through a single tool - Sandboxed script execution (isolated Python, no local filesystem/network access) - Real-time documentation access (search current AWS docs, guides, API references) - Enterprise controls: CloudWatch metrics, IAM context keys, CloudTrail audit logging

permalink4 · aws.amazon.com →
The Last Harness Youll Ever Build arXiv

Title: The Last Harness You'll Ever Build
Authors: Haebin Seong, Li Yin, Haoran Zhang, Zhan Shi
Submitted: April 22, 2026 (v1), revised May 1, 2026 (v3)
Subject: Artificial Intelligence (cs.AI)

permalink6 · arxiv.org →
The job apocalypse conversation is infuriating Conor Grennan LinkedIn

The LinkedIn post was not directly crawlable. Based on the URL slug and surrounding context:

permalink1 · www.linkedin.com →

YOU HAD ONE JOB AI (to replace all the jobs)! | Chris Gaun
permalink1 · www.linkedin.com →
Last weekend was a tale of two commencement speeches. Both in Arizona, both to similar graduates. Eric Schmidt was booed. Harrison Ford was embraced. I listened to both. There's a lesson here about… | 🌀 Patrick Copeland | 18 comments
permalink2 · www.linkedin.com →
The most interesting thing in tech: If you are going to give a commencement address in the next couple of weeks, do not mention AI or you might get loud boos. It happened in Florida last week; and it… | Nicholas Thompson | 70 comments
permalink2 · www.linkedin.com →
Presentations — Benedict Evans
permalink3 · www.ben-evans.com →

#aiagents #skillos #selfevolvingai #skills #hermesagent | Melanie (Peiyao) Li
permalink1 · www.linkedin.com →

How AWS Is Using Neurosymbolic AI to Make Kiro More Reliable
permalink4 · theaieconomy.substack.com →

Four security principles for agentic AI systems | AWS Security Blog
permalink3 · aws.amazon.com →
There will be no AI jobpocalypse. The story that AI will lead to massive unemployment is stoking unnecessary fear. AI — like any other technology — affects jobs, but telling overblown stories of… | Andrew Ng | 443 comments
permalink5 · www.linkedin.com →
GitHub - statewright/statewright: State machine guardrails for AI agents · GitHub
permalink2 · github.com →

Wave Terminal — Upgrade Your Command Line
permalink3 · www.waveterm.dev →
GitHub - Imbad0202/academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize · GitHub
permalink1 · github.com →
This Anthropic engineer wrote the monumental blog post "Building Effective Agents". In just 14 minutes, he teaches you how to build AI agents the right way - more than most developers figure out in… | Linas Beliūnas | 107 comments
permalink3 · www.linkedin.com →

GitHub - ageneralai/ageneral-agents-go · GitHub
permalink1 · github.com →

#aws #agentcore #agenticai #mcp | Melanie (Peiyao) Li
permalink1 · www.linkedin.com →
Behind the Scenes Hardening Firefox with Claude Mythos Preview - Mozilla Hacks - the Web developer blog
permalink2 · hacks.mozilla.org →