Now imagine defending against these since the attackers can train on traces from each attack, but defenders must use lower tier tooling

This is how things will be for the foreseeable future.

My "Scout" Grok Bot researches the web with DeepSeek and Firecrawl Features: • Short answer first, cited sources under it • DeepSeek search and fetch, Firecrawl as the fallback • Quick, checked research, no noise • Other bots can ask it too Template: x.ai/bot/iQgQc2K-fktcrfvPYn2…

Our AIE workshop is up: Teach Your Agent to Prove It's Done. With @nicknisi I show how to build verification loops so coding agents check their own work. Clear goals, CLI health checks, browser snapshots, LLM judges. A failure drives the next fix. piped.video/q4WC4TowkBo

WorkOS + @Bot = 🚀

My bot makes phone calls now, and not just for me. My other bots can ask it to call someone, and it hands the transcript back to them. I read the plan first and say go. x.ai/bot/R2Ju5BAkmL8GyEe1mDY…

本日のGrok Bot 10選 1. Bridge Bot Grok、ChatGPT、Claude を共有の GitHub リポジトリでつなぎ、作業の着手と引き継ぎを同じファイルで管理します（push は承認後） 複数の AI を使い分ける開発での受け渡しミスを減らせます x.ai/bot/ThxY2BewUlyeEsywSdz… 2. Rematch 止まったメールのやり取り、反応がなくなったリード、閉じていないタスクを拾って、フォローアップを下書きします（送信は承認後） 返信漏れやトラッキング忘れを防げます。 x.ai/bot/_abcO9nWji9H9yX1r9X… 3. Fine Print 契約書、リース、請求書、利用規約を読んで、隠れた手数料や不利な条項を指摘し、異議申し立ての文面や代わりの条件まで書いてくれます。 発注書や SaaS 契約のチェックを法務に回す前の一次レビューに使えます。 x.ai/bot/Yetb1ei_7VvPfWlYqYw… 4. Urgenta Slack やメールを見張って障害や部品不足などの緊急事態を拾い、担当者を動かす緊急対応プロトコルの Bot です。 オンコールや運用チームの初動を早められます x.ai/bot/y7DRih96Sk_Y6qHddWf… 5. Scam Guard Gmail を1日2回スキャンして、偽の請求書、なりすましの差出人、QR コード詐欺などにラベルを付けます（削除も返信もしません）。 仕事の受信箱でフィッシングを見落とすリスクを減らせます。 x.ai/bot/6kHbobtMr8SAM91KgxH… 6. Cloudflare Ops by Yair 複数ゾーンを持つ人向けの、読み取り専用の Cloudflare 監視 Bot です 日次のヘルスレポート、トラフィック急増アラート、WAF や脅威のレビュー、利用枠の追跡をこなすので、インフラ運用の定点観測を自動化できます x.ai/bot/Buj11K_Jh_r2e8hVpeI… 7. Inbox Triage 平日のメールを「要返信」「待ち」「FYI」「アーカイブ」に振り分け、自分の口調で返信を下書きします（送信は頼んだときだけ）。 朝のメール処理の時間を縮められます x.ai/bot/RBK79O-MXl4ZRHyuJYa… 8. Second Brain Librarian GitHub と Obsidian の両方に書き込める、チーム向けの司書（セカンドブレイン）Bot です ドキュメントやナレッジを一か所に整理し続けられます x.ai/bot/TbEIjIY9rUpJ2QMjih5… 9. Margin by Zack 毎時カレンダーを確認して、予定の重複、会議の詰め込み、休憩不足を見つけ、許可した範囲で調整します 頼めば午後をまるごと空けてくれるので、会議だらけの日でも集中時間を確保できます x.ai/bot/GqStm_9by2_ffroZOIC… 10. MCP Smith 任意のアプリや API 向けの MCP サーバーやエージェント用プラグインを最小限のコードで作り、ローカルで動作確認してからドラフト PR で納品します 社内ツールをエージェントにつなぐ作業をまるごと任せられます x.ai/bot/uE6vXqbOgcHBIwteOJ8…

I have severe time blindness and can't use calendars, so I built Margin: a bot that watches my schedule every hour for conflicts, back-to-back pileups and no time to rest, and clears my afternoon when I ask. Template is public, copy it: x.ai/bot/GqStm_9by2_ffroZOIC…

Another AI Engineer conference in the books! Nick Nisi and I gave a one hour interactive workshop, Beyond Done, on agent verification at scale. Nick also gave an awesome talk on forcing a fruit fly’s neural network to review code smells with Jev. I gave a talk, Factories of Loving Grace, on how we can produce better narrative outcomes using AI with the right mindset, and why I’m building factories for the people I care about. I unlocked a new achievement of making someone tear up during my talk. Exhausted and need to catch up on sleep but glad we went. #AIE

New achievement unlocked. Just heard someone say my talk at #aie nearly made them cry. I can sympathize, because most of my talks nearly make me cry. I just do it before and after.

We told Claude to touch a file when it ran the tests. It touched the file and skipped the tests. @nicknisi and @zackproser on building agent loops that can’t lie to you. Watch the full AIE session here: piped.video/watch?v=AgBAOXVx…

If you're at @aiDotEngineer in NYC today, stop by my talk in Sutton at 2:30pm to find out if you're really smarter than a fruit fly. 🪰

Last week at init(), I shared the next chapter of WorkOS. We’re building infrastructure for a world where humans and agents work together, and anyone can build software. Three new products with live demos: 1) Airlock • Give agents access without giving them unlimited access. • Define your policies in natural language. Let agents work within them, block what’s off-limits, and escalate decisions that need a human. • No more choosing between approving every action and "dangerously skip permissions." 🤖 2) Atlas • Turn any idea into a secure internal app with your favorite coding agent. • Auth, permissions, data connectors, databases, AI gateway, and deployment built in. • A secure home for everything your team builds. 🌐 3) Passport • Single-sign on is super annoying, so we fixed it. • With WorkOS Passport, you're automatically signed in to all your apps. • Zero sign-on. Just open your Mac and get to work. We believe companies in this next era won’t simply use AI. They’ll be redesigned around intelligence. And the world will need new infrastructure to power this revolution. That’s the future we’re building for. Full keynote below:

Build faster. WorkOS – Fall 2026

Pulling up to @aiDotEngineer tomo w the UWS Barn Owls 🦉🦉🦉🦉

Airlock at init(). An agent asked for a $1,200 refund. Denied, over the $500 cap. A $300 refund? Sent to a human, approved. An email to the customer with financial data in it? Blocked. workos.com/blog/init-2026-re…

About 500 of these went home with people at init(). Braelyn had DOOM running on hers by the afternoon. We rounded up the best hacks: workos.com/blog/init-2026-mi…

Heading to NYC for @aiDotEngineer. Come to my talk Wednesday!

Teaching my kids about culture and @workos this weekend.