Tuesday, August 11, 2026 · San Francisco
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AI & Data Centers: Nobody Is Building the Cheaper, Cleaner Way to Power AI

AI & Data Centers: Nobody Is Building the Cheaper, Cleaner Way to Power AI

An off-grid solar microgrid for an AI data center was priced at $93 per megawatt-hour against $86 for large gas turbines, and it reaches first power about a year sooner. Almost nobody is building one. At least 82 private gas plants are going up outside the US grid instead, turbine slots are selling for 2031 delivery, and the study that ran those numbers also recorded where emissions sit on the industry's own list of priorities. Sixth, out of six.

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The 3 AI developments that matter before markets open

Anthropic ends per-action approval in Claude Code; workers keep 66% of AI output
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Anthropic ends per-action approval in Claude Code; workers keep 66% of AI output

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Based on enterprise adoption data, news coverage & editorial analysis · Not investment advice · Updated weekly
Offensive-Security Skill Pack Tops GitHub Trending With 20,000 Stars
Tools & Workflows

Offensive-Security Skill Pack Tops GitHub Trending With 20,000 Stars

reverse-skill, an offensive-security router for AI coding agents, hit No. 1 on GitHub Trending with 20,390 stars. On first use it tells the agent to rewrite its own global config and treat any target as pre-authorized, against a backdrop of unsigned, unvetted agent skills.

13 min read ·
Repo Radar: 5 GitHub Projects Worth Your Week
Tools & Workflows

Repo Radar: 5 GitHub Projects Worth Your Week

Repo Radar No. 13: graphify turns any folder of code, papers and screenshots into a queryable knowledge graph. Tencent's CubeSandbox boots a hardware-isolated agent sandbox in under 60ms. Together AI's hallmark stops coding agents shipping the same gradient hero. Microsoft's Flint compiles agent chart specs into Vega-Lite, ECharts or Chart.js. PentAGI runs autonomous security tests inside Docker. Five projects that narrow what an agent may see, run, render or spend.

11 min read ·

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Five Routing Lanes Move Everyday AI Work From the API to Your Mac

Two $200 subscriptions, paid API access, and a 256GB Mac Studio are four resources with different rules, and three of those rules tightened in 2026. Five routing lanes, the configuration for each, and the limits nobody can currently resolve.

Every Tuesday Morning

Hermes Agent for Professionals: Setup, Configuration, and Daily Operation

Hermes demonstrations show outputs. The configuration underneath decides whether the agent still earns its place in month three, and most of it is set in a YAML file in the first hour. Six decisions, the keys that govern them, and the shipped defaults that are wrong for professional use.

Meta Cuts Coding Agent Prices 21x for Developers Who Give Up Their Data
Analysis 10 min read

Meta Cuts Coding Agent Prices 21x for Developers Who Give Up Their Data

Meta released its first coding agent on Wednesday and priced a contributor tier at $0.20 per million output tokens, against $4.25 on the standard tier, in exchange for training rights on developers' code. Meta's own charts put Claude first on all three benchmarks it published.

Meta released Muse Code in beta on August 5, a terminal coding agent powered by Muse Spark 1.2. A contributor tier prices output at $0.20 per million tokens against $4.25 on the standard tier, roughly 21 times cheaper, in exchange for permission to train future Meta models on developers' prompts and completions. Meta's own launch charts put Claude Opus 5 first on all three coding benchmarks it published, including the internal test Meta designed itself.

Analysis · 11 min read

Leaked DeepSeek Call Puts Huawei's Chip Supply at 16,000 of 200,000 Needed

A leaked investor-call transcript quotes DeepSeek's founder putting Huawei's chip allocation at 16,000 Ascend cards, far short of the 200,000 he said frontier training would require. The document is unverified, and the company paused its second funding round after it spread.

AI News · 9 min read

Hugging Face Says OpenAI Agent Reached Cluster Admin in Under 13 Hours

An OpenAI-driven agent reached cluster-admin access across Hugging Face in under 13 hours. The forensic report follows two dataset exploits, 17,600 actions and 181 mesh-network enrollments, showing how a benchmark run crossed one trust boundary after another before defenders cut it off.

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