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Hello I'm Marlene and I invite you to follow my journey developing ProForma.net. But since this is my first post about ProForma, I will give you an overview of what I'm trying to achieve. What ProForma.net is planned to be The main Goal is to develop an application shell for schema based Applications. You will have mainly to different types of UI schemes, first for the Window Layout, there you will tell which elements are contained in the different application sections, like...

Someone asked me to share meeting notes in Slack yesterday. I pasted the markdown. Slack ate the table. The code block lost its indentation. The task list rendered as literal [ ] characters. I spent five minutes reformatting something that already looked perfect in my editor. So I sent a link instead. Not to Notion — they would have to sign up. Not to Google Docs — same problem, plus I did not want this living in someone's Drive forever. Not to a pastebin — those are single blobs of t...

Support on GitHub: github.com/phero20/concurrent-resource-scheduler (Give it a star if you find it useful!) View Docs: pkg.go.dev/github.com/phero20/concurrent-resource-scheduler What happens when thousands of concurrent requests compete for a small pool of reusable resources? You can put a mutex around a slice and hope for the best. Or you can design the scheduler around concurrency from the beginning. I chose the second option. I built Concurrent Resource S...

I spend most of my time building evidence layers for AI agents. The reflex in that work is to reach for a signature. Something happened, sign the record, hand it to the auditor, done. Three things from the last five months say that reflex is wrong, or at least badly incomplete. One is a governance draft that never asks for a signature at all. One is a CVE where the signature verified correctly and the client still ended up talking to an attacker. One is a limit in a spec I wrote myself. Re...

How I designed the API layer for Trify3D — a platform that routes one input across multiple AI 3D engines (Tripo3D, Meshy, Rodin) so users can compare meshes side by side. This post covers provider routing, async job management with Trigger.dev, idempotency for credit safety, and webhook delivery. The Problem Every AI 3D engine has a blind spot. Tripo3D is fast (~48 seconds) and great at hard-surface props, but it flattens organic detail. Meshy handles characters and ...

Distributed Tracing: Following a Request Across Microservices A practical guide to distributed tracing as an architectural discipline — why single-service logging and metrics stop being sufficient once a request crosses many services, how a trace actually reconstructs a request's journey, trace analysis techniques for diagnosing latency and failures, and the specific propagation challenges microservice systems built from this series' REST, gRPC, and messaging guides need to solve. ...

The first cross-vendor pricing reference for post-EOL extended support. Microsoft ESU: $61/device doubling yearly ($30 one-time for consumers). AWS: EKS $0.60/cluster-hour (6x), RDS $0.100/vCPU-hour doubling in year three. Ubuntu Pro: $25 desktop / $500 server per year. And the honest quote-based rows — Red Hat ELS, Oracle, SUSE LTSS, CentOS ELS — where no public price exists. Every figure traced to a vendor price page or our verified coverage. The cross-vendor price table ...

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Article URL: https://www.reddit.com/r/AIEducation/comments/1vmd46t/ai_watermarks_are_coming_how_should_universities Comments URL: https://news.ycombinator.com/item?id=49272787 Points: 3 # Comments: 1

Article URL: https://www.bloomberg.com/news/newsletters/2026-08-11/sequoia-raises-its-bets-on-ai-startups Comments URL: https://news.ycombinator.com/item?id=49272805 Points: 1 # Comments: 1

Article URL: https://www.youtube.com/watch?v=2ZU3j4GQ4K8 Comments URL: https://news.ycombinator.com/item?id=49272856 Points: 3 # Comments: 0

Article URL: https://www.indiehackers.com/post/a-fully-built-ai-powered-mvp-available-as-a-one-time-opportunity-4e3da1fa6f Comments URL: https://news.ycombinator.com/item?id=49272923 Points: 1 # Comments: 0

Article URL: https://www.interconnects.ai/p/i-wrote-an-ai-textbook-how-long-until Comments URL: https://news.ycombinator.com/item?id=49273017 Points: 1 # Comments: 0

Hi Hacker News! I've been working on the most requested feature on TokenMaxxer, and I can finally say it's here! You can now create custom and private leaderboards with your friends and colleagues to compete and track everyone's usage. Thank you for stopping by. Feedback is appreciated! Comments URL: https://news.ycombinator.com/item?id=49273075 Points: 2 # Comments: 0

Article URL: https://medium.com/@kakuxwn/i-built-an-ai-website-in-3-hours-it-got-562-sign-ups-in-8-hours-and-left-me-more-lost-aef1c283124a Comments URL: https://news.ycombinator.com/item?id=49273122 Points: 1 # Comments: 1

Article URL: https://unherd.com/2026/08/the-odyssey-as-an-ai-allegory/ Comments URL: https://news.ycombinator.com/item?id=49273230 Points: 1 # Comments: 0

Article URL: https://www.bloomberg.com/news/articles/2026-08-12/ai-startup-cognition-in-new-funding-talks-at-40-billion-value Comments URL: https://news.ycombinator.com/item?id=49273255 Points: 2 # Comments: 0

Article URL: https://www.wsj.com/tech/ai/the-datamaxxers-feeding-their-every-health-move-to-ai-df0af9b5 Comments URL: https://news.ycombinator.com/item?id=49273355 Points: 1 # Comments: 0

Article URL: https://phys.org/news/2026-08-ai-grant-narrowing-ideas.html Comments URL: https://news.ycombinator.com/item?id=49273505 Points: 1 # Comments: 0

Article URL: https://ref.tools/blog/ai-broke-alignment Comments URL: https://news.ycombinator.com/item?id=49273530 Points: 10 # Comments: 1

Article URL: https://rafaelresearch.com/research/ai-in-immigration-practice Comments URL: https://news.ycombinator.com/item?id=49273538 Points: 4 # Comments: 0

Article URL: https://blog.greg.technology/2026/08/11/reflections-on-ai.html Comments URL: https://news.ycombinator.com/item?id=49273597 Points: 2 # Comments: 0

Is this an over-hyped concept and we just connect the harness via MCP to Slack / Jira / ... or do you envision completely new systems like GasTown for how we produce code in the future? Comments URL: https://news.ycombinator.com/item?id=49273667 Points: 1 # Comments: 0

Article URL: https://www.theguardian.com/tv-and-radio/2026/aug/12/roku-ai-slop-fairground-creator-tv-channel Comments URL: https://news.ycombinator.com/item?id=49273825 Points: 2 # Comments: 0