AI
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- AI
Auditing Strata: 125B on a 12 GB Card, 62 GB/s of RAM Bandwidth, and a 5× Contradiction in the Docs
Strata claims a 125B model on a 12 GB graphics card. I measured the repository, the physics and the documentation, and the number holds — because the constraint is not …
- AI
Auditing the Caveman Skill: 109,102 Stars, a 65% Headline, and the 3% Its Own Eval Publishes
Caveman promises to cut 65% of your agent's tokens. I cloned it at commit 8af1f1b (1,613 files, 19,130,901 bytes), reproduced its committed eval with tiktoken myself and …
- Infrastructure
3 Million Agent Sandboxes a Day, 380,000 at Once: Inside DeepSeek's DSec — and the Open-Source Twin You Can Self-Host
DeepSeek's DSec report (arXiv 2609.22978, submitted 19 September 2026, 31 pages, 131 authors) claims one 160-node scale unit serves about 3 million sandboxes per day, …
- AI
739,705 Stars, 13 Megabytes: I Validated All 73 SKILL.md Files in the Three Biggest Agent-Skills Repos
On 26 September 2026 the three most-starred agent-skills repositories on GitHub — obra/superpowers (291,663 stars), mattpocock/skills (269,725) and anthropics/skills …
- AI
Hindsight, Audited: 27,776 Stars, 64 Watchers, and a 'Neutral' Benchmark That Lives in the Vendor's Own Org
On September 25, 2026 vectorize-io/hindsight was the second-fastest-growing repository on GitHub with 1,668 stars gained in a single day and 27,776 stars total — while …
- AI
Google's AX, Audited: 9,045 Stars, a 3-Day-Old Rewrite, and MCP Support That Ends at mkdir
On September 20, 2026 Google's AX agent orchestrator hit #1 on Hacker News with 661 points and 299 comments; five days later it sits at 9,045 stars and 1,543 stars gained …