What is Anthropic about?
A breakdown of Anthropic’s ecosystem in 2026: what they built, where they won, and where they stepped aside.
Read the note
Curated intelligence
The 10-to-1 Gap Holding Up the Entire AI Boom
Where the AI capex number comes from, how far to trust it, and what the industry should measure it against.
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Research with Closed Eyes
Why shallow applied AI wrappers miss the real frontier: R&D systems, predictive engineering, and deterministic verifier loops.
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EPAM x Anthropic
Many people have already seen the news about the Anthropic and EPAM partnership.
Fast. Cheap. Predictable
A practical map of LLM caching layers, where they save money, and which ones builders actually control.
Read
What is Anthropic about?
A breakdown of Anthropic’s ecosystem in 2026: what they built, where they won, and where they stepped aside.
Read
Bencher MVP
Bencher is an open-source Python benchmark for model checks that look like production work instead of leaderboard puzzles.
Bring the system
before it becomes expensive.
We review agent runtimes, eval harnesses, artifact flows, and domain models when the risk is concrete enough to deserve serious architecture.
