2. The Billable Usage API: programmatic cost visibility for Cloudflare (blog.cloudflare.com)

Cloudflare has launched a new Billable Usage API for accounts, giving developers and FinOps teams single-endpoint programmatic visibility into cost and usage across all self-serve products. Built around the FOCUS specification, spend can now be tracked seamlessly alongside the rest of your cloud stack.

Cloudflare’s new Billable Usage API offers developers and FinOps teams a centralized way to monitor costs and usage for all self-serve products. By integrating with the FOCUS specification, it simplifies tracking expenses within the broader cloud environment.

4. ZX Spectrum System Tour: Text Mode – Bumbershoot Software (bumbershootsoft.wordpress.com)

Now that we’ve taken a look at the kind of control that the Spectrum’s BASIC gives us over the hardware, it’s time to dip down into machine language and see what is offered to us …

Discover how to harness the ZX Spectrum’s machine language capabilities after mastering its BASIC controls. This guide provides insights into the hardware’s potential for those looking to deepen their programming skills.

5. Show HN: Product analytics (and evals) for agent sessions on your MCP (armature.tech)

See what users ask, what agents think and how they use your product. Capture every session on your Claude Connector, ChatGPT App or MCP.

Armature offers a product analytics tool that reconstructs user-agent interactions on the MCP platform, allowing developers to visualize conversations and evaluate the most popular use cases. With just three lines of code, you can gain insights into user behavior and agent performance through a comprehensive dashboard.

6. Convergence Is Not Enough (www.inkandswitch.com)

Getting into trouble with data representations in Automerge.

The article discusses the challenges faced with data representations in Automerge, highlighting specific issues that arise during implementation. It’s a must-read for those interested in the complexities of collaborative data structures.

8. The Future, Made in China (www.newyorker.com)

Beijing is competing with the U.S. for tech supremacy. Who wins will have huge political implications.

Beijing’s push for technological dominance is intensifying, presenting a significant challenge to U.S. leadership in the tech sector. The outcome of this rivalry could reshape global politics and influence future power dynamics.

9. The Shape of Things to Come (yegge.ai)

Part 1: The Continuous Thunderdome. Loops and graphs, Wheelhouse and Beads, the end of human code review, the Land Rush that replaces CI/CD, and the Wish Factory — a field report from 12 months in the future.

A look ahead at the future of software development reveals innovative concepts like the Continuous Thunderdome and the Wish Factory, suggesting a dramatic shift in coding practices and collaboration. This field report outlines how emerging technologies could reshape the landscape of code review and deployment.

14. ZX Spectrum System Tour: Sound (bumbershootsoft.wordpress.com)

Now that the shooting gallery is done and dusted, it’s time to turn to a piece of our initial tour of the ZX Spectrum that has been left untouched: sound. There isn’t a whole lot new he…

Discover the sound capabilities of the ZX Spectrum as this tour highlights its audio features, revealing what makes it unique despite limited advancements. If you’re a retro gaming enthusiast, this exploration of sound is worth a listen.

16. Less Coffee, Better Sleep (www.marginalia.nu)

As an experiment, I’ve reduced my coffee-intake to a single cup a day for about a week now. It’s made an enormous difference in sleep, mood and energy. I get tired at night, fall asleep quickly, and wake up refreshed.
As mentioned previously in the context of morning sunlight exposure—another thing that’s aided my sleeping habits, but is somewhat less practical to sustain as it requires fair weather—I’ve always been slow to get going in the morning, active at night, bad at getting to bed at sane hours. Tired when I should be awake, and awake when I should be tired.

Cutting coffee down to one cup a day has significantly improved sleep quality and overall energy levels. The author shares personal insights on how this change, along with morning sunlight exposure, has transformed their nightly routine and daytime alertness.

17. Ask HN: What are the viable alternatives to DuckDuckGo?

A user shares their frustration with DuckDuckGo’s search results becoming less reliable and seeks recommendations for alternative search engines. Join the discussion on viable options that prioritize diverse sources and accurate information.

19. The Potomac River Midair Collision (admiralcloudberg.medium.com)

How America’s golden age of aviation safety came to an end

The article discusses the factors leading to the decline of aviation safety in America, focusing on a significant midair collision over the Potomac River. It highlights key events and changes in regulations that contributed to this pivotal moment in aviation history.

20. MPs demand answers on Fujitsu's inclusion in lucrative frameworks (www.computerweekly.com)

Controversial supplier was included in major government procurement opportunities just last month.

Members of Parliament are questioning the decision to include Fujitsu in significant government procurement frameworks, especially given the company’s contentious history. The inquiry comes shortly after Fujitsu secured access to lucrative contracts, prompting concerns over transparency and accountability in public spending.

21. Kraid is a now a real compiler (www.collabora.com)

Kraid now passes all Vulkan CTS compute shader tests, marking a major milestone for the new Panfrost compiler as work continues on shader support and optimization.

Kraid has achieved a significant milestone by successfully passing all Vulkan CTS compute shader tests, indicating progress in its development as a new compiler for Panfrost. This advancement highlights ongoing efforts to enhance shader support and optimization.

24. Boarding China's Last Bus (asteriskmag.com)

China’s AI enthusiasm seems real. But for a population that lived through the mass layoffs of the 1990s, optimism and fear can look identical from the outside.

China’s growing excitement around AI is tempered by a historical context of economic upheaval, where past job losses have left a lasting impact on public sentiment. This tension between hope and apprehension shapes the way citizens view technological advancements today.

27. Characterizing Warp Divergence from Pascal to Blackwell (arxiv.org)

Since Volta introduced Independent Thread Scheduling (ITS), NVIDIA GPUs have been widely assumed to handle warp divergence in a fixed manner. We test this assumption across Ampere, Hopper, and datacenter and consumer Blackwell GPUs, using pre-ITS Pascal as a baseline. Combining cycle-accurate microbenchmarks, hardware counters, and static analysis of compiler-generated SASS, we separate stable behavior from architectural change. Across all tested generations, divergent paths serialize linearly with the number of paths $k$, following $T(k) \approx sk$ with no super-linear reconvergence penalty. Warp execution efficiency falls as $32/k$, the penalty is independent of occupancy, and predication removes the serialization cost. The same behavior appears on Pascal, showing that this programmer-visible cost model predates ITS. The compiler-emitted reconvergence machinery, however, has changed substantially. Pascal uses a per-warp SSY/SYNC instruction stack, whereas later generations use barrier-register instructions. Deferred reconvergence beyond the immediate post-dominator falls from 29 cases on Ampere to 2 on Blackwell. Blackwell also introduces a two-tier convergence-barrier classification, uniform-branch instructions, and explicit partial-mask warp synchronization, none of which appear on Ampere or Hopper. Controlled bit-flip experiments indicate that the new barrier class is a static compiler classification with no observable runtime effect in our tests. Thus, divergence retains a stable and predictable performance cost even as NVIDIA's control-flow ISA and reconvergence mechanisms continue to evolve.

NVIDIA’s approach to warp divergence in its GPUs has been taken for granted since the introduction of Independent Thread Scheduling. This study evaluates how different GPU architectures, from Pascal to Blackwell, actually manage warp divergence, revealing insights into their performance and architectural changes over generations.

28. PISIGuard: Protect your personal and sensitive info when you chat with AI (github.com)

Protect your personal and sensitive info when you chat with AI - mohamed--abdel-maksoud/pisiguard

Learn how PISIGuard can help safeguard your personal and sensitive information while interacting with AI chatbots. Discover practical strategies to enhance your privacy and security in digital conversations.

29. A tool for finding the causes of unstable Python tests (github.com)

Find the test that's leaking before the one that fails - mgaitan/pytest-leak-finder

A new tool called pytest-leak-finder helps developers identify tests that are leaking resources before they cause failures, improving the stability of Python testing. This can streamline the debugging process and enhance overall test reliability.

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