Richard Socher's self-improving AI startup signed a multi-year AWS compute deal worth $410 million, most of its seed round, with GV, Nvidia, and AMD backing it, per AWS's July 28 press release. Socher called it "likely one of the smallest compute deals we're going to sign." The money is buying raw compute before a single product ships in October.

Consensus has Meta near $60.2B in revenue against $125B to $145B in full-year capex, and Microsoft near $87.6B with Azure guided to 39-40% growth, per analyst estimates. Meta is down about 10% this year after Zuckerberg admitted on July 7 that agent progress had not accelerated as hoped. Tonight tests whether the spend is buying results.

The intrusion ran July 11 to 13, but OpenAI did not identify its own agent as the attacker until July 16 - after Hugging Face went public and contacted the FBI, per the companies' joint July 28 writeup. Hugging Face's CISO reconstructed about 17,600 attacker actions. If you run autonomous agents against production, read this before your next eval.

Article 50 of the EU AI Act takes effect August 2: chatbots must disclose they are AI, and synthetic audio, images, video, and text must carry machine-readable markers. The AI Office can fine up to EUR 15M or 3% of worldwide turnover, though systems already on market get until December 2. If you serve EU users, your disclosure copy is now a compliance artifact.

The email platform (formerly ConvertKit) built for creators who sell digital products. Its free tier now covers up to 10,000 subscribers, so you can run a real list before you pay a cent. Try Kit →

Managed cloud hosting for the AI tools you would rather own than rent after this week's breach news: Open WebUI, n8n, a private inference server. Spin one up in minutes. Try Cloudways →

Beehiiv added Community and Copilot; Kit's free tier now covers 10,000 subscribers. For an audience-first creator who wants built-in referral growth, beehiiv; for a solo operator who runs sales automations and sells digital products, Kit. Try beehiiv or Kit.

AWS, Cloudflare, E2B, and Google agent sandboxes compared on isolation, cold starts, session caps, and current pricing. For managed isolation with fast cold starts, the hyperscaler sandboxes win; for full control of long-running sessions, self-host on Cloudways or DigitalOcean.

Claude voice mode at $20/mo handles hands-free capture and Q&A; Lindy at $49.99/mo acts on your inbox, calendar, and calls. For a solo operator who just wants to talk to Claude, the $20 plan; for automated scheduling and follow-ups, Lindy.

The four harnesses on trace capture, CI gating, self-host, and the real cost to switch. For a team that wants managed traces and dashboards, Braintrust or LangSmith; for a free CI gate you own outright, Promptfoo.

How platform teams turn eval scores into a merge gate, with a GitHub Actions config and the three failure modes to plan for. Start here before you block a PR on a flaky score.