AI handles incidents, engineers lose touch with their systems โ€” Sylvain Kalache

โœจ Explore this must-read post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ’ก **What Youโ€™ll Learn**: When I was an SRE at LinkedIn, back in 2012, I designed a system that could heal itself and learn from previous incidents. AI capabilities were nowhere near what we have today, and that remained a prototype, but this is now a reality. These tools do it all: inspect alerts, form hypotheses, query telemetry, correlate recent deployments, and even implement the fix themselves. As much as I love to see it, I have a major concern: we are losing touch with our systems. The better…
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GitHub – anthropics/fermats-last-theorem ยท GitHub

GitHub – anthropics/fermats-last-theorem ยท GitHub

๐Ÿš€ Read this awesome post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ“Œ **What Youโ€™ll Learn**: A complete, machine-checked proof of Fermat's Last Theorem in Lean 4, built on Mathlib (Lean 4.33.1; Mathlib v4.33.0, pinned by commit in lakefile.lean). The argument is that of Frey, Serre, Ribet, Wiles and Taylor-Wiles. PROOF-PATH.md names each step and the Lean theorem that carries it, and the html/ folder presents the whole proof as web pages you can browse offline (see "Reading the proof in a browser" below). Research artifact. Not maintained and not accepting contributions. Theorems/Thm_fermat_last_theorem.lean declares theorem fermat_last_theorem (n : โ„•) (hn :…
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Record-High 89% in U.S. Say Government Corruption Widespread

Record-High 89% in U.S. Say Government Corruption Widespread

๐Ÿ”ฅ Discover this trending post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ“Œ **What Youโ€™ll Learn**: WASHINGTON, D.C. โ€” Americansโ€™ perceptions of government corruption in the U.S. are at their highest level in 20 years, with 89% of U.S. adults saying it is widespread. That figure is up 10 percentage points from last year and well above readings in the 72% to 79% range between 2010 and 2025. ###Embeddable### Democratsโ€™ perceptions of government corruption have risen the most sharply since 2024 compared with other party groups. In former President Joe Bidenโ€™s final year in office, 57% of Democrats said corruption was…
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code review gains, privacy, and cost

code review gains, privacy, and cost

โœจ Discover this awesome post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: โœ… **What Youโ€™ll Learn**: Some of the hardest work in code review happens outside the changed lines. A change can look correct in isolation and still break code elsewhere in the system. That is what makes our early results for OpenAI's GPT-6 Astra most interesting. In our evaluation, Astra caught approximately 4% more labeled bugs through actionable findings than GPT-5.6 Sol, and 22% more than Opus 5. The biggest jump comes on harder cross-file reviews, where Astra's gains reach 20% over Sol and 33% over Opus 5. Using that…
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Connecting every app to every other app

Connecting every app to every other app

โœจ Explore this insightful post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ“Œ **What Youโ€™ll Learn**: I've long envied Zapier's extensive connectors library. I wish our app โ€“ Val Town, a vibe coding platform โ€“ could one-click connect to every app. zapier.com/apps This is a classic nยฒ problem, connecting every app to every other app. My dream has always been that there could be some protocol by which any app could dynamically authenticate and authorize any other app. Is OAuth that protocol? Almost! Registering OAuth Clients The core nยฒ problem remains: every app still needs to register as an OAuth client…
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Portal by Spotify cut my Claude Code token usage by 90%

Portal by Spotify cut my Claude Code token usage by 90%

๐Ÿ”ฅ Explore this insightful post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ“Œ **What Youโ€™ll Learn**: Most of what an AI coding agent does for me isn't thinking. It's I/O.Reading five files to answer a question about one method. Generating a test file that follows the exact same pattern as the twenty test files next to it. Updating docs after a meeting. Thousands of tokens gone and almost zero reasoning. The seat license isn't what hurts, it's the tokens. And you're feeding all of it to a frontier model that's wildly overqualified. What if you could route the grunt work to…
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Moadim โ€” Put your agents on a loop

Moadim โ€” Put your agents on a loop

๐Ÿ”ฅ Read this trending post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ“Œ **What Youโ€™ll Learn**: Is Moadim free? What's the license?Yes โ€” Moadim is open source under the MIT license, free to use, modify, and self-host. There's no paid tier and no account to create.Is it self-hosted or a cloud service?It runs entirely on your own machine. Loops fire from Moadim's portable in-process scheduler โ€” no hidden queue, no cloud, no sign-up. Run moadim install to register a launchd (macOS) or systemd (Linux) service so the daemon survives logins and reboots.Which agents does it support?Built-in agents include Claude, Codex, Hermes,…
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Reversing MikroTik’s Silent Patch: The RouterOS 7.23.4 Fix They Wouldn’t Explain

โœจ Check out this awesome post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ’ก **What Youโ€™ll Learn**: On the 3rd of September 2026, MikroTik quietly pushed RouterOS 7.23.4 (long-term), 7.24.2 (stable) and 6.49.21 (v6) all on the same day. Every one of them carried the same banner: This is an important security update. Most configurations are not at risk, but upgrading is highly recommended. To give time to update your systems, we are not currently publishing detailed information. Translation: โ€œwe found something nasty, we patched it, and we are not going to tell you what it is until enough of you…
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Announcing Artificial Analysis Intelligence Index v4.2

Announcing Artificial Analysis Intelligence Index v4.2

๐Ÿ’ฅ Read this awesome post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ“Œ **What Youโ€™ll Learn**: We are accelerating elements of our upcoming v5 release with interim updates to keep pace with the frontier. Index v4.2 has more complex and realistic tasks, and more private test sets to prevent gaming Intelligence Index v4.2 changelog: + AA-Briefcase, our agentic knowledge work evaluation with a private test set + Surgeโ€™s GDP.pdf, long context document reasoning across 4,592 PDF pages - GPQA Diamond, an exceptional scientific reasoning evaluation that has now been saturated โ€ฆ plus greater weighting on held-out test sets to prevent gaming,…
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Can Guitar Frets Perform Multiplication?

Can Guitar Frets Perform Multiplication?

๐Ÿ”ฅ Check out this trending post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ’ก **What Youโ€™ll Learn**: September 4, 2026Roscoe, N.Y. Iโ€™m sure that some pictures are worth a thousand words, but others trigger a whole lot of puzzlement. Such was the case with the cover of a book I recently bought entitled Calculating with Tones: The Logarithmic Logic of Music: This book was published by the Oughtred Society, an organization named in honor of William Oughtred, the Anglican clergyman and mathematician who is credited with inventing the…
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