https://top10.dev/story/claude-found-crypto-bugs-humans-missed-and-that-changes-threat-modeling-1391 top10.dev en 2026-07-29T00:00:00.000Z Claude found crypto bugs humans missed — and that changes threat modeling Security / Privacy, AI / ML https://top10.dev/story/kimi-linear-6-faster-decoding-at-1m-tokens-and-its-not-a-toy-1392 top10.dev en 2026-07-29T00:00:00.000Z Kimi Linear: 6× faster decoding at 1M tokens, and it's not a toy AI / ML, Open Source https://top10.dev/story/anthropic-on-open-weights-useful-not-our-lane-and-not-a-safety-strategy-1393 top10.dev en 2026-07-29T00:00:00.000Z Anthropic on open weights: useful, not our lane, and not a safety strategy AI / ML, Open Source, Politics / Regulation https://top10.dev/story/one-missing-underscore-18-months-in-prison-zero-code-review-1394 top10.dev en 2026-07-29T00:00:00.000Z One missing underscore. 18 months in prison. Zero code review. DevOps / Platform Engineering, Security / Privacy https://top10.dev/story/the-sp-500-just-priced-ais-burn-rate-before-the-market-did-1395 top10.dev en 2026-07-29T00:00:00.000Z The S&P 500 just priced AI's burn rate before the market did Career / Industry, AI / ML https://top10.dev/story/the-jailbreak-era-is-over-fix-this-code-is-the-new-attack-surface-1396 top10.dev en 2026-07-29T00:00:00.000Z The jailbreak era is over. 'Fix this code' is the new attack surface. Security / Privacy, AI / ML https://top10.dev/story/metas-psc-machine-is-eating-its-engineering-org-from-the-inside-1397 top10.dev en 2026-07-29T00:00:00.000Z Meta's PSC machine is eating its engineering org from the inside Career / Industry, Startups / Launches https://top10.dev/story/coding-agents-love-dry-thats-exactly-the-problem-1398 top10.dev en 2026-07-29T00:00:00.000Z Coding agents love DRY. That's exactly the problem. Career / Industry, AI / ML https://top10.dev/story/berkeleys-cs-crisis-isnt-ai-cheating-its-the-math-floor-dropping-1399 top10.dev en 2026-07-29T00:00:00.000Z Berkeley's CS crisis isn't AI cheating — it's the math floor dropping Career / Industry, AI / ML https://top10.dev/story/judge-to-google-a-robotstxt-violation-isnt-a-dmca-claim-1400 top10.dev en 2026-07-29T00:00:00.000Z Judge to Google: A robots.txt violation isn't a DMCA claim Politics / Regulation, AI / ML https://top10.dev/story/mercedes-ships-axial-flux-motors-at-scale-the-ev-topology-finally-crosses-over-1381 top10.dev en 2026-07-28T00:00:00.000Z Mercedes ships axial flux motors at scale — the EV topology finally crosses over Startups / Launches, Hardware / Chips https://top10.dev/story/renaults-rare-earth-free-motor-is-a-supply-chain-bet-not-a-physics-one-1382 top10.dev en 2026-07-28T00:00:00.000Z Renault's Rare-Earth-Free Motor Is a Supply Chain Bet, Not a Physics One Politics / Regulation, Hardware / Chips https://top10.dev/story/ted-chiang-ai-isnt-conscious-and-the-question-is-the-wrong-one-1383 top10.dev en 2026-07-28T00:00:00.000Z Ted Chiang: AI isn't conscious, and the question is the wrong one AI / ML, Career / Industry https://top10.dev/story/github-trendings-moderation-gap-three-suspect-repos-72-hours-200-stars-1384 top10.dev en 2026-07-28T00:00:00.000Z GitHub Trending's moderation gap: three suspect repos, 72 hours, +200 stars Security / Privacy, Open Source https://top10.dev/story/stop-using-conventional-commits-the-ceremony-tax-nobody-audits-1385 top10.dev en 2026-07-28T00:00:00.000Z Stop Using Conventional Commits: The Ceremony Tax Nobody Audits Open Source, DevOps / Platform Engineering https://top10.dev/story/switzerland-ships-apertus-weights-data-and-training-code-all-open-1386 top10.dev en 2026-07-28T00:00:00.000Z Switzerland ships Apertus: weights, data, and training code — all open AI / ML, Politics / Regulation, Open Source https://top10.dev/story/govuk-dumped-stripe-for-adyen-the-reason-isnt-price-1387 top10.dev en 2026-07-28T00:00:00.000Z Gov.uk dumped Stripe for Adyen. The reason isn't price. Backend / APIs, Politics / Regulation https://top10.dev/story/linux-is-finally-rethinking-fork-exec-and-the-numbers-are-brutal-1388 top10.dev en 2026-07-28T00:00:00.000Z Linux is finally rethinking fork() + exec() — and the numbers are brutal Open Source, DevOps / Platform Engineering https://top10.dev/story/eu-hits-google-with-890m-fine-for-tilting-search-and-android-1389 top10.dev en 2026-07-28T00:00:00.000Z EU hits Google with €890M fine for tilting search and Android Politics / Regulation, Career / Industry https://top10.dev/story/ruff-016-turns-on-354-more-rules-by-default-brace-your-ci-1390 top10.dev en 2026-07-28T00:00:00.000Z Ruff 0.16 turns on 354 more rules by default — brace your CI Open Source, DevOps / Platform Engineering https://top10.dev/story/feds-charge-traveler-after-his-grapheneos-phone-wiped-at-the-border-1371 top10.dev en 2026-07-27T00:00:00.000Z Feds charge traveler after his GrapheneOS phone wiped at the border Security / Privacy, Politics / Regulation https://top10.dev/story/claude-opus-5-lands-the-agentic-coding-bar-moves-again-1372 top10.dev en 2026-07-27T00:00:00.000Z Claude Opus 5 lands — the agentic-coding bar moves again AI / ML, DevOps / Platform Engineering https://top10.dev/story/china-is-winning-open-weights-ai-while-us-labs-pull-up-the-ladder-1373 top10.dev en 2026-07-27T00:00:00.000Z China is winning open-weights AI while US labs pull up the ladder AI / ML, Open Source https://top10.dev/story/someone-finally-counted-claudes-bug-rate-in-rsyncs-commit-history-1374 top10.dev en 2026-07-27T00:00:00.000Z Someone Finally Counted: Claude's Bug Rate in rsync's Commit History AI / ML, Open Source, Security / Privacy https://top10.dev/story/jetzero-ipv6-and-the-tax-on-staying-with-what-works-1375 top10.dev en 2026-07-27T00:00:00.000Z JetZero, IPv6, and the tax on staying with what works Career / Industry, DevOps / Platform Engineering https://top10.dev/story/gemma-4-12b-kills-the-frozen-vision-encoder-and-thats-the-real-story-1376 top10.dev en 2026-07-27T00:00:00.000Z Gemma 4 12B kills the frozen vision encoder — and that's the real story Open Source, AI / ML https://top10.dev/story/treat-github-trending-like-untrusted-input-1377 top10.dev en 2026-07-27T00:00:00.000Z Treat GitHub Trending Like Untrusted Input Security / Privacy, Open Source https://top10.dev/story/the-us-is-unplugging-the-sensor-net-for-atlantic-current-collapse-1378 top10.dev en 2026-07-27T00:00:00.000Z The U.S. is unplugging the sensor net for Atlantic current collapse Politics / Regulation, Data / Analytics https://top10.dev/story/arc-agis-real-trick-isnt-the-puzzles-its-the-price-tag-1379 top10.dev en 2026-07-27T00:00:00.000Z ARC-AGI's real trick isn't the puzzles — it's the price tag AI / ML, DevOps / Platform Engineering https://top10.dev/story/gatwicks-robot-valet-what-actually-ships-when-the-domain-is-bounded-1380 top10.dev en 2026-07-27T00:00:00.000Z Gatwick's robot valet: what actually ships when the domain is bounded AI / ML, Hardware / Chips