https://top10.dev/story/deepseek-ships-its-eval-harness-now-you-can-check-its-homework-1551 top10.dev en 2026-08-15T00:00:00.000Z DeepSeek ships its eval harness — now you can check its homework AI / ML, Open Source https://top10.dev/story/a-16-year-old-sqlite-race-ate-tailscales-data-heres-the-fix-1552 top10.dev en 2026-08-15T00:00:00.000Z A 16-year-old SQLite race ate Tailscale's data — here's the fix Open Source, Backend / APIs https://top10.dev/story/glm-53-lands-zai-claims-frontier-coding-quietly-ships-cyber-chops-1553 top10.dev en 2026-08-15T00:00:00.000Z GLM-5.3 lands: Z.ai claims frontier coding, quietly ships cyber chops AI / ML, Security / Privacy, Open Source https://top10.dev/story/the-going-dark-fight-is-over-law-enforcement-hacking-won-1554 top10.dev en 2026-08-15T00:00:00.000Z The 'Going Dark' fight is over. Law enforcement hacking won. Security / Privacy, Politics / Regulation https://top10.dev/story/the-bottleneck-moved-llms-write-the-code-you-still-have-to-understand-it-1555 top10.dev en 2026-08-15T00:00:00.000Z The bottleneck moved: LLMs write the code, you still have to understand it AI / ML, Career / Industry https://top10.dev/story/xiaomis-1t-moe-hits-1000-toks-on-their-own-inference-stack-1556 top10.dev en 2026-08-15T00:00:00.000Z Xiaomi's 1T MoE Hits 1000 tok/s — On Their Own Inference Stack AI / ML, Open Source https://top10.dev/story/your-innovation-tokens-are-worth-less-in-2026-than-they-were-in-2015-1557 top10.dev en 2026-08-15T00:00:00.000Z Your innovation tokens are worth less in 2026 than they were in 2015 DevOps / Platform Engineering, Career / Industry https://top10.dev/story/googles-bet-on-homomorphic-encryption-for-private-ai-is-it-finally-practical-1558 top10.dev en 2026-08-15T00:00:00.000Z Google's bet on homomorphic encryption for private AI — is it finally practical? AI / ML, Security / Privacy https://top10.dev/story/github-trending-is-survivorship-bias-with-a-star-counter-1559 top10.dev en 2026-08-15T00:00:00.000Z GitHub Trending Is Survivorship Bias With a Star Counter Open Source, Career / Industry https://top10.dev/story/your-archive-is-only-as-durable-as-your-vendors-balance-sheet-1560 top10.dev en 2026-08-15T00:00:00.000Z Your archive is only as durable as your vendor's balance sheet Cloud / Infrastructure, DevOps / Platform Engineering https://top10.dev/story/the-middle-is-falling-out-of-software-engineering-1541 top10.dev en 2026-08-14T00:00:00.000Z The middle is falling out of software engineering AI / ML, Career / Industry https://top10.dev/story/amd-buys-taalas-the-bet-that-inference-belongs-in-silicon-not-gpus-1542 top10.dev en 2026-08-14T00:00:00.000Z AMD buys Taalas: the bet that inference belongs in silicon, not GPUs AI / ML, Hardware / Chips https://top10.dev/story/the-scaling-curve-flattened-and-the-capex-didnt-1543 top10.dev en 2026-08-14T00:00:00.000Z The scaling curve flattened and the capex didn't AI / ML, Cloud / Infrastructure https://top10.dev/story/mimo-code-performativeui-parcle-memory-whats-trending-says-more-than-whats-hyped-1544 top10.dev en 2026-08-14T00:00:00.000Z MiMo-Code, performativeUI, parcle-memory: what's trending says more than what's hyped AI / ML, Open Source https://top10.dev/story/github-trending-is-now-a-warez-channel-two-fingerprints-zero-takedowns-1545 top10.dev en 2026-08-14T00:00:00.000Z GitHub Trending is now a warez channel. Two fingerprints, zero takedowns. Security / Privacy, Open Source https://top10.dev/story/lastpass-tells-users-about-another-breach-the-math-has-been-clear-for-years-1546 top10.dev en 2026-08-14T00:00:00.000Z LastPass tells users about another breach. The math has been clear for years. Security / Privacy, DevOps / Platform Engineering https://top10.dev/story/claude-fable-doesnt-wait-for-permission-and-thats-the-point-1547 top10.dev en 2026-08-14T00:00:00.000Z Claude Fable doesn't wait for permission — and that's the point AI / ML, DevOps / Platform Engineering https://top10.dev/story/657607-links-later-the-webs-memory-is-worse-than-you-think-1548 top10.dev en 2026-08-14T00:00:00.000Z 657,607 links later: the web's memory is worse than you think AI / ML, Backend / APIs https://top10.dev/story/515-pages-on-one-burger-customer-the-loyalty-app-playbook-is-now-the-app-playboo-1549 top10.dev en 2026-08-14T00:00:00.000Z 515 pages on one burger customer: the loyalty-app playbook is now the app playbook Security / Privacy, Data / Analytics https://top10.dev/story/blueskys-protocol-services-the-decentralization-compromise-1550 top10.dev en 2026-08-14T00:00:00.000Z Bluesky's Protocol Services: The Decentralization Compromise Open Source, Backend / APIs