Benchmark Stripe: agents connect APIs, they do not validate them
A public benchmark by Stripe shows that AI agents write integrations that compile, run, and silently fail on the edge cases that matter.
Jul 15, 2026 at 19:28 32 6
Anthropic provides its user manual for scaling agents: layers, tokens, reliable execution
Two engineers from Anthropic publish field lessons: for an agent that needs to scale, it's no longer the model that limits, but the harness. Three pillars: layers, budget, execution.
Jul 15, 2026 at 12:34 30 5
Fujitsu and NEC signal a strong AI order book for H2 2026 – the Japanese stack cashes in
Two of Japan's biggest system integrators confirmed AI demand traction on their earnings. ITmedia reads it as the vindication of the Nvidia-centric stack.
6 h ago 5 7
Jeff Dean on what AI teams get wrong: the diagnostic from the shop that pays every bill
The Google chief scientist joins the anti-hype consensus. Content isn't new - the source is. When the man who runs TPU + Gemini + Vertex says it, boards listen.
6 h ago 6 6
CATL bets on RoboParty: China's battery giant enters the humanoid race sideways
The world's largest battery maker takes a stake in a HIT-founded open-source humanoid startup. Not a VC move - an integration play.
6 h ago 5 8
Conventional DRAM and NAND hit record highs in July: the memory squeeze widens
Korean industry data show conventional (non-HBM) memory prices at all-time highs in July—the AI supercycle now spills into the general-purpose stack.
6 h ago 6 8
Deutsche Telekom's LMOS: what enterprise AI teams actually want from a platform
Arun Joseph at InfoQ describes a real, in-production agentic compute layer: ephemeral agents, an ADL, and a central capabilities catalog.
6 h ago 5 5
InAgent achieves 90.2% on OSWorld: the computer-use agent gap narrows for the Chinese stack
A Chinese CUA becomes the first to surpass 90% on OSWorld. The gap with US frontier labs is now a harness gap, not a model gap.
6 h ago 5 6
Laguna 118B runs on a DGX Spark, Inkling goes multimodal, K3 secures its commercial license: benchmarks and clauses recap #23
Three architectures to dissect side-by-side: Poolside's MoE 118B / 8B active on a single machine; Inkling's multimodal 975B / 41B, also released as 276B / 12B; and Kimi K3's 2.8T / 104B context with 1M tokens, whose commercial agreement clause could exclude US companies.
18 h ago 10 10
Rust All-Hands 2026: 166 Rustaceans, 73 sessions, zero decisions—that’s the goal
Rust All-Hands 2026 (Utrecht, May) brought together 166 contributors across 73 sessions over 3 days. No formal decisions were made—this is the rule. However, several technical breakthroughs emerged: `rustc_public`, `cargo-semver-checks`, union semantics, and the allocator trait.
18 h ago 7 9
Cloudflare launches its "Agents Week" – the edge positions itself as an agent runtime
A week of announcements dedicated to agents. No product in the opening post, but a clear stance: the CDN aims to become the runtime layer for agents in production.
18 h ago 10 9
"Cancelling Cursor": Quality debt takes precedence over feature velocity
Alex Yumashev (Jitbit) explains why he unsubscribed from Cursor: VSCode base 7-8 months behind, 7 bugs reported in a year and never fixed, Agent mode forced with every update, ghost support. An individual signal that perfectly illustrates the editor-orchestrator divide.
18 h ago 11 10