https://top10.dev/story/sre-swaps-a-120k-bowling-system-for-1600-of-esp32s-and-it-just-works-1331 top10.dev en 2026-07-23T00:00:00.000Z SRE swaps a $120k bowling system for $1,600 of ESP32s — and it just works Hardware / Chips, Open Source https://top10.dev/story/openai-opens-chatgpt-to-advertisers-the-free-tier-bill-comes-due-1332 top10.dev en 2026-07-23T00:00:00.000Z OpenAI opens ChatGPT to advertisers — the free-tier bill comes due AI / ML, Startups / Launches https://top10.dev/story/the-surveillance-stack-you-shipped-post-911-is-now-the-autocracy-stack-1333 top10.dev en 2026-07-23T00:00:00.000Z The surveillance stack you shipped post-9/11 is now the autocracy stack Security / Privacy, Politics / Regulation https://top10.dev/story/cloudflares-prince-names-his-three-worst-vc-stories-pattern-match-guide-1334 top10.dev en 2026-07-23T00:00:00.000Z Cloudflare's Prince names his three worst VC stories — pattern-match guide Startups / Launches, Career / Industry https://top10.dev/story/indias-labor-arb-window-just-got-shorter-than-your-cloud-contract-1335 top10.dev en 2026-07-23T00:00:00.000Z India's labor arb window just got shorter than your cloud contract Career / Industry, Politics / Regulation https://top10.dev/story/lets-encrypts-post-quantum-plan-ml-dsa-certs-by-2026-deprecation-by-2030-1336 top10.dev en 2026-07-23T00:00:00.000Z Let's Encrypt's post-quantum plan: ML-DSA certs by 2026, deprecation by 2030 Security / Privacy, DevOps / Platform Engineering https://top10.dev/story/researchers-triangulated-europes-gnss-jammer-from-orbit-its-in-kaliningrad-1337 top10.dev en 2026-07-23T00:00:00.000Z Researchers Triangulated Europe's GNSS Jammer From Orbit. It's in Kaliningrad. Defense / GovTech, Hardware / Chips https://top10.dev/story/hardware-isnt-hard-what-shipping-2500-midi-recorders-actually-taught-him-1338 top10.dev en 2026-07-23T00:00:00.000Z Hardware isn't hard: what shipping 2,500 MIDI recorders actually taught him Hardware / Chips, Startups / Launches https://top10.dev/story/anthropics-rsi-memo-the-race-logic-matters-more-than-the-8-claim-1339 top10.dev en 2026-07-23T00:00:00.000Z Anthropic's RSI Memo: The Race Logic Matters More Than the 8× Claim AI / ML, Career / Industry https://top10.dev/story/why-apple-picked-gemini-the-only-frontier-lab-that-cant-make-an-iphone-1340 top10.dev en 2026-07-23T00:00:00.000Z Why Apple picked Gemini: the only frontier lab that can't make an iPhone AI / ML, Career / Industry https://top10.dev/story/15b-settlement-anthropics-book-piracy-tab-sets-ai-trainings-floor-price-1321 top10.dev en 2026-07-22T00:00:00.000Z $1.5B settlement: Anthropic's book-piracy tab sets AI training's floor price AI / ML, Politics / Regulation https://top10.dev/story/big-tech-is-hiding-165t-of-ai-buildout-off-balance-sheet-1322 top10.dev en 2026-07-22T00:00:00.000Z Big Tech is hiding $1.65T of AI buildout off-balance-sheet AI / ML, Cloud / Infrastructure https://top10.dev/story/sanders-wants-the-public-to-own-50-of-openai-what-that-would-actually-mean-1323 top10.dev en 2026-07-22T00:00:00.000Z Sanders wants the public to own 50% of OpenAI. What that would actually mean. AI / ML, Politics / Regulation https://top10.dev/story/gemma-4-12b-kills-the-vision-encoder-heres-why-that-matters-1324 top10.dev en 2026-07-22T00:00:00.000Z Gemma 4 12B kills the vision encoder. Here's why that matters. AI / ML, Open Source https://top10.dev/story/ddr5-hits-375-for-32gb-as-ai-capex-eats-the-consumer-memory-market-1325 top10.dev en 2026-07-22T00:00:00.000Z DDR5 hits $375 for 32GB as AI capex eats the consumer memory market Hardware / Chips, AI / ML https://top10.dev/story/metas-30-minute-privacy-allowance-is-a-tell-on-workplace-surveillance-1326 top10.dev en 2026-07-22T00:00:00.000Z Meta's 30-Minute 'Privacy Allowance' Is a Tell on Workplace Surveillance Security / Privacy, Career / Industry https://top10.dev/story/kimi-k3-lands-at-claude-parity-and-the-moat-argument-gets-harder-1327 top10.dev en 2026-07-22T00:00:00.000Z Kimi K3 lands at Claude parity — and the moat argument gets harder AI / ML, Open Source https://top10.dev/story/microsofts-5b-param-coding-model-just-embarrassed-the-scale-up-crowd-1328 top10.dev en 2026-07-22T00:00:00.000Z Microsoft's 5B-param coding model just embarrassed the scale-up crowd AI / ML, DevOps / Platform Engineering https://top10.dev/story/your-speaker-is-a-usb-device-the-katana-badusb-attack-explained-1329 top10.dev en 2026-07-22T00:00:00.000Z Your speaker is a USB device: the Katana BadUSB attack explained Security / Privacy, Hardware / Chips https://top10.dev/story/lumafields-byd-scans-github-style-transparency-comes-for-hardware-1330 top10.dev en 2026-07-22T00:00:00.000Z Lumafield's BYD scans: GitHub-style transparency comes for hardware Hardware / Chips, Open Source https://top10.dev/story/the-chinese-open-weight-models-are-winning-on-price-and-its-not-close-1311 top10.dev en 2026-07-21T00:00:00.000Z The Chinese open-weight models are winning on price, and it's not close AI / ML, Open Source https://top10.dev/story/ai-just-cracked-a-1939-math-conjecture-and-the-workflow-matters-more-than-the-re-1312 top10.dev en 2026-07-21T00:00:00.000Z AI just cracked a 1939 math conjecture — and the workflow matters more than the result AI / ML, Open Source https://top10.dev/story/a-25-llm-run-found-a-500k-wordpress-rce-the-economics-just-flipped-1313 top10.dev en 2026-07-21T00:00:00.000Z A $25 LLM run found a $500k WordPress RCE. The economics just flipped. Security / Privacy, AI / ML https://top10.dev/story/nvidias-windows-cpu-play-a-frontal-assault-on-x86s-last-fortress-1314 top10.dev en 2026-07-21T00:00:00.000Z Nvidia's Windows CPU play: a frontal assault on x86's last fortress Hardware / Chips, DevOps / Platform Engineering https://top10.dev/story/the-dag-is-dead-pi-dynamic-workflows-and-the-case-for-runtime-mutation-1315 top10.dev en 2026-07-21T00:00:00.000Z The DAG is dead: pi-dynamic-workflows and the case for runtime mutation AI / ML, DevOps / Platform Engineering https://top10.dev/story/stanford-gpt-beats-law-profs-on-legal-tasks-the-asterisk-matters-1316 top10.dev en 2026-07-21T00:00:00.000Z Stanford: GPT beats law profs on legal tasks. The asterisk matters. AI / ML, Career / Industry https://top10.dev/story/your-smart-tv-is-a-residential-proxy-in-the-ai-scraping-stack-1317 top10.dev en 2026-07-21T00:00:00.000Z Your Smart TV Is a Residential Proxy in the AI Scraping Stack Security / Privacy, AI / ML https://top10.dev/story/ladybird-ditches-the-hobby-model-full-time-devs-no-more-spare-cycles-1318 top10.dev en 2026-07-21T00:00:00.000Z Ladybird ditches the hobby model: full-time devs, no more 'spare cycles' Open Source, Frontend / UI https://top10.dev/story/romanias-land-registry-got-wiped-backups-and-all-1319 top10.dev en 2026-07-21T00:00:00.000Z Romania's land registry got wiped — backups and all Security / Privacy, DevOps / Platform Engineering https://top10.dev/story/claude-code-ships-as-a-rust-binary-now-with-bun-inside-1320 top10.dev en 2026-07-21T00:00:00.000Z Claude Code ships as a Rust binary now, with Bun inside AI / ML, DevOps / Platform Engineering, Open Source