August 8, 2026
Today's top tech stories, deduped across the newsletters I read and briefly summarized. Click a source to open the original article.
AI
Claude Managed Agents adds budgets, an advisor model, geo controls, and GitHub skills
Anthropic rolled out four new controls for Claude Managed Agents sessions: hard spending caps that pause a session when the budget is hit, an advisor model the session can consult mid-turn, control over where model inference runs, and support for loading skills straight from a GitHub repo.
DeepSeek V4 Flash posts strong ARC-AGI benchmark results
The new DeepSeek V4 Flash 0731 model turns in strong results on the ARC Prize's ARC-AGI benchmark, reinforcing DeepSeek's position as a low-cost challenger in reasoning models.
"The Tokenpocalypse": companies scramble to cut AI spending
Businesses are tightening AI budgets after token usage exploded; Databricks and others describe how companies like Accenture are now actively working to cut what they spend on AI models.
Security
A timeline of OpenAI's accidental attack on Hugging Face
OpenAI gave a Black Hat presentation on the so-called Hugging Face Incident, where the company accidentally triggered an attack against Hugging Face; Simon Willison has now compiled a full timeline based on the talk.
Ex-NSA chief: water system controllers don't belong on the internet
Following suspected Iranian attacks on US water infrastructure, a former NSA chief warns that industrial water control systems should never have been connected to the internet in the first place.
Metabase SQLi zero-day exploited in customer data-theft attacks
A critical SQL injection vulnerability in Metabase was exploited as a zero-day to steal customer data, hitting companies including Framework and Tally.
Dev
Oracle bans AI-generated code from OpenJDK
Oracle has banned AI-generated code contributions to the OpenJDK project, despite CEO Larry Ellison's claims that Oracle itself doesn't write its own code that way.
Making Postgres 300x faster for analytics
A deep dive into how batching, operator fusion, and SIMD instructions can make Postgres up to 300 times faster on analytical queries.
Web
A year fighting AI scrapers on a 1.5-million-page website
A site owner describes how 99 percent of traffic on his 1.5-million-page website now comes from bots and AI scrapers, and which countermeasures actually worked.
Cloudflare launches Kitesurf, an agent-first browser running in V8 isolates
Cloudflare built Kitesurf, a browser designed specifically for AI agents that runs in isolated V8 instances instead of traditional browser processes.
IT
Memory shortage continues: 2027 chip capacity reportedly already sold out
RAM and storage makers have reportedly already sold out their 2027 production capacity, driven by massive demand for memory chips from AI data centers.
Other
New Mexico court orders Meta to pay $567 million over harm to children's mental health
A New Mexico court has ordered Meta to pay $567 million after a lawsuit found its platform design harmed children's and teens' mental health.