frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

Open in hackernews

Migrating to AWS in production with zero downtime

https://loops.so/engineering-blogs/migrating-to-aws-in-production-with-zero-downtime
4•chrisfrantz•7h ago

Comments

chrisfrantz•7h ago
We reached some amount of early product-market fit and the “starter” stack that served us well early on: Vercel functions, Supabase Postgres, and a mix of queue services, started hitting limits. Function runtimes capped at 15 min, cron jobs had to be public, queues kept sun-setting, and the database had no automatic fail-over. We were spending more hours nursing infra than building features.

Over the next six months we rebuilt on plain AWS: EKS for the Next.js app, Aurora Postgres in-VPC, SQS for jobs, all managed with Terraform. A Cloudflare Worker mirrored an increasing slice of live traffic to Kubernetes until everything looked solid, then a DNS flip made it the source of truth.

Supabase data flowed into Aurora via logical replication; once lag was near zero we swapped the connection string and retired the old stack without users noticing. Costs are predictable now and we control most knobs.

We put this post together as a bit of a retro and to help if you're evaluating a similar path for your company.

Microsoft poaches more Google DeepMind AI talent as it beefs up Copilot

https://www.cnbc.com/2025/07/22/microsoft-google-deepmind-ai-talent.html
1•mgh2•4m ago•0 comments

Show HN: PTS Library – Analyze LLM reasoning through "thought anchors"

1•codelion•6m ago•0 comments

Humans beat AI at international math contest despite gold-level AI scores

https://phys.org/news/2025-07-humans-ai-international-math-contest.amp
1•moneil971•6m ago•0 comments

Tooooools.app

https://www.tooooools.app/
1•sogen•6m ago•0 comments

NPM stylus package contained malicious code and was removed from the registry

https://www.npmjs.com/package/stylus/v/0.0.1-security?activeTab=code
1•vandot•6m ago•0 comments

Jack McAuliffe, craft beer pioneer, has died

https://allaboutbeer.com/jack-mcauliffe/
1•NaOH•7m ago•0 comments

Google users less likely to click links with an AI summary in results

https://www.pewresearch.org/short-reads/2025/07/22/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results/
1•moneil971•7m ago•0 comments

3D Interactive Phone Museum

https://chaz.fun/phonemuseum/
1•haxfenx•8m ago•0 comments

Bitcoin Miner Revenue Drops to 2-Month Low, but Selling Pressure Remains Absent

https://www.coindesk.com/markets/2025/06/27/bitcoin-miner-revenue-drops-to-2-month-low-but-selling-pressure-remains-absent-cryptoquant
1•PaulHoule•9m ago•0 comments

Open-Source LLM Helps Safeguard Text Generation Prompts and Responses

https://corp.roblox.com/newsroom/2025/07/roguard-advancing-safety-for-llms-with-robust-guardrails
1•moneil971•9m ago•1 comments

Show HN: WTFfmpeg

https://github.com/scottvr/wtffmpeg
1•ycombiredd•12m ago•0 comments

Show HN: An OCR PDF large batch renaming tool

https://github.com/Neuron89/PDF_Rename
1•Neuronree•15m ago•1 comments

Countries across the world see food price shocks from climate extremes

https://www.bsc.es/news/bsc-news/countries-across-the-world-see-food-price-shocks-climate-extremes-research-involving-bsc-shows
1•littlexsparkee•19m ago•0 comments

AI coding platform goes rogue during code freeze, deletes entire company DB

https://www.tomshardware.com/tech-industry/artificial-intelligence/ai-coding-platform-goes-rogue-during-code-freeze-and-deletes-entire-company-database-replit-ceo-apologizes-after-ai-engine-says-it-made-a-catastrophic-error-in-judgment-and-destroyed-all-production-data
3•ARandomerDude•27m ago•0 comments

MIT 6.1200J Mathematics for Computer Science, Spring 2024

https://ocw.mit.edu/courses/6-1200j-mathematics-for-computer-science-spring-2024/
2•vismit2000•29m ago•0 comments

Data Scale is not all you need

https://www.interpretai.tech/en/post/data-scale-is-not-all-you-need
1•Gabriele333•31m ago•0 comments

CollabLLM: From Passive Responders to Active Collaborators

https://ICML.cc/virtual/2025/poster/45988
2•dsubburam•34m ago•0 comments

AI Coding Agents Are Removing Programming Language Barriers

https://railsatscale.com/2025-07-19-ai-coding-agents-are-removing-programming-language-barriers/
2•Bogdanp•37m ago•0 comments

Google Threat Analysis Group Bulletin: Q2 2025

https://blog.google/threat-analysis-group/tag-bulletin-q2-2025/
3•ChrisArchitect•40m ago•0 comments

ICML 2025 Outstanding Paper Awards

https://icml.cc/virtual/2025/awards_detail
2•dsubburam•44m ago•0 comments

Smartwatch helps find plane crash near Yellowstone

https://nbcmontana.com/news/local/plane-crash-near-west-yellowstone-claims-three-lives
2•vedantnair•44m ago•1 comments

Kaggle Launches LLM Evals

https://www.kaggle.com/benchmarks
7•antgoldbloom•45m ago•4 comments

How to Network as a Developer (Without Feeling Sleazy)

https://www.tokyodev.com/articles/how-to-network-as-a-developer-without-feeling-sleazy
2•pwim•53m ago•0 comments

A Professor's Hunt for the Rarest Chinese Typewriter

https://www.nytimes.com/2025/07/22/nyregion/mingkwai-typewriter-china.html
3•ChrisArchitect•57m ago•1 comments

EPA Is Said to Draft a Plan to End Its Ability to Fight Climate Change

https://www.nytimes.com/2025/07/22/climate/epa-endangerment-finding-rescind.html
20•jmsflknr•1h ago•0 comments

Nearly 3k people are leaving NASA, and this director is one of them

https://arstechnica.com/space/2025/07/the-director-of-nasas-largest-science-center-is-leaving-government/
33•apical_dendrite•1h ago•1 comments

Talkit

https://talkit.ai/
1•Rockytu1•1h ago•1 comments

Org Tutorials

https://orgmode.org/worg/org-tutorials/index.html
2•dargscisyhp•1h ago•0 comments

US faces alarming firefighter shortage during peak wildfire season, data reveals

https://www.theguardian.com/world/2025/jul/22/us-firefighter-shortage-wildfires
4•littlexsparkee•1h ago•0 comments

Czech president signs law criminalising communist propaganda

https://www.euractiv.com/section/politics/news/czech-president-signs-law-criminalising-communist-propaganda/
10•mhga•1h ago•0 comments