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.
4 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.
17 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.
17 h ago 7 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.
17 h ago 11 10
ByteDance internal re-org: Feishu team absorbed by Doubao, enterprise sales moved to Volcano Engine
This is an internal ByteDance restructuring, not a startup transaction: the Lark/Feishu productivity team is being folded into the Doubao AI product org, while Volcano Engine takes over B2B distribution.
Aug 1, 2026 at 09:40 15 17
Rachel Laycock: "Attention has become the scarce resource" - the dev-orchestrator, managing 8 to 12 agents simultaneously
The CTO of Thoughtworks asks the question that the "features/week" metric avoids: when execution becomes free, we're not making developers faster, we're making conductors—and no one trains them.
Jul 31, 2026 at 22:20 15 18
Refactoring as a token-cost lever: an experiment in Fowler's gen-AI series
In Fowler's exploring-gen-ai series, Giles Edwards-Alexander runs a small experiment: decompose a large function, and watch what happens to the token cost of AI-assisted changes. The lever refactoring gives you is now measurable in dollars.
Jul 30, 2026 at 19:40 16 18
OpenAI restores ChatGPT Work / Codex 5-hour limits after fixing a GPT-5.6 Sol token bug
The rate limit holiday ends. OpenAI turns the 5-hour caps back on 29 July after patching a GPT-5.6 Sol overconsumption bug that had been running since 12 July - with a claimed 18% net capacity uplift.
Jul 29, 2026 at 12:46 15 11
Inside Anthropic's engineering: the AI lab keeps dogfooding, quietly
The Pragmatic Engineer publishes a "deepdive" on Anthropic's internal engineering. The surprising read: "ever more" code review and testing by AI, but the two-pizza teams hold. Smoothing, not flipping.
Jul 28, 2026 at 20:57 8 10
Hitachi conducts all its systems development using AI agents: the SaaS-is-over thesis finds an industrial buyer
Hitachi shifts its entire system development process to AI agents. The `saas-is-over` thread changes nature: it's no longer a thesis, it's a large-scale deployment.
Jul 26, 2026 at 18:36 7 8
Hitachi shifts its entire system development process to AI agents
Hitachi announces the extension of AI agents to its entire system development process. A strong signal for Japanese integrators and a real-world test for agentics in corporate IT environments.
Jul 24, 2026 at 21:01 11 10
Okta 2026: Anthropic is the fastest-growing enterprise AI provider, Microsoft 365 remains the most deployed
The Okta Business at Work 2026 study highlights two clear indicators of enterprise adoption: Microsoft 365 Copilot is the broadest foundation, and Anthropic is the fastest-growing AI provider. Two parallel markets that coexist.
Jul 24, 2026 at 21:01 8 8