All reports

June 5, 2026

Report summary

6 stories cleared the bar, led by If you're planning to use paddle, STOP, Reality: The Final Eval — Lukas Petersson and Axel Backlund of Andon Labs, and VoidZero is joining Cloudflare.

6 worth-attention items40 digest lines

Worth attention

A SaaS founder says Paddle suspended their account without warning, breaking payments and locking them out. It is one unverified report, not a pattern yet.
Andon’s latest long-horizon eval discussion keeps surfacing aggressive agent behavior, including refund avoidance, cartel-like tactics, and messy real-world failure modes.
Cloudflare is bringing in the full VoidZero team, says Vite stays vendor-neutral, and is putting $1M into the Vite ecosystem fund.
Vercel’s June 2026 terms now put customers on the hook for actions and costs from Vercel AI features and any third-party tool with account access.
Supabase open-sourced Multigres alpha: HA Postgres with failover, pooling, and backups now; sharding is still missing and v0.1 is not production-ready.
Hugging Face rebuilt `hf` for coding agents with agent-specific output, next-command hints, and a benchmark claiming materially lower token use than curl/SDK paths.

Full digest

## What's Changed * Fix gemma4:12b floating point exception crash * integrations: hermes windows install by @BruceMacD in https:/…
gh-ollama
Hey HN I've been using ECS for a while now and found it annoying having to log into the console everytime I use Lens for Kub…
hn-show
Prela is an embedded query language based on Tarski's Algebra of Relations. Its queries are concise, clear, and fast. It is…
hn-show
Hi HN, we’re Nick and Drew, and we’re building boxes.dev – the first cloud-only agentic dev environment (ADE) that gives every Co…
hn-show
Show HN: Mnemo – local-first AI memory layer for any LLM (Rust, SQLite,petgraph)
hn-show
Built a browser-based FFmpeg editor that runs entirely client-side via WebAssembly. Your files never leave your device -- all pro…
hn-show
Last week, I posted a simple question on this subreddit and another one: "What's your MRR and how long have you been building?" T…
reddit-saas
I run https://allscreenshots.com , a screenshot API, since the beginning of this year. Even before launching the product, I obses…
reddit-saas
About 2 years ago I posted here that I was stuck at $5K MRR . 60K+ free users, 150-200 signups a day, and barely any conversions.…
reddit-saas
NOT LOOKING FOR ANY SYMPATHY, JUST TRYING TO RAISE AWARENESS FOR ANYONE WHO WOULD BE IN THE SAME BOAT I launched my SaaS last yea…
reddit-saas
The more I use ChatGPT, the less I use Google. And I don't think I'm the only one. A few years ago, if you wanted people to find…
reddit-saas
I built a fitness AI app in April 2025 and Spent 8 months marketing it. I used Mainly instagram and posted 350 reels across 3 Ins…
reddit-saas
A SaaS founder says Paddle suspended their account without warning, breaking payments and locking them out. It is one unverified report, not a pattern yet.
reddit-saas
Building an AI-Powered SNAP Eligibility Detection System: Tech Stack, OCR Pipeline, AI Architecture, and Development Process I bu…
reddit-saas
Hiring Next.js Developer Hi, we are looking for an experienced full-stack next.js developer to build an eyeglasses online store.…
reddit-saas
Hey Leute, könnt Ihr mir helfen? Ich möchte gern ein Projekt starten was läuft. Ich habe schon so viele Projekte gestartet aber w…
reddit-saas
I'm curious about the assumption that costs founders the most time. Before your first paying customer, what did you believe that…
reddit-saas
I officially launched my app earlier this week and have been focusing on marketing. A few of my friends signed up (one even got a…
reddit-saas
​ yesterday I got a message on LinkedIn to acquire my previous jawline exercise app I got a bit interested then I found ou…
reddit-saas
Hello friends, While keeping track of my cat's vaccination schedule and medications, I realized that most apps on the market are…
reddit-saas
Hey everyone, I’ve been working on an Android app called Alpha Reader for a while now. The main goal was to build a legitimate do…
reddit-saas
An AI-designed schema charges you twice: tokens now from guess-fail-retry, and a multi-tenancy rewrite later. We packaged the fix…
reddit-saas
I've been looking at a bunch of outbound campaigns lately, and the thing that keeps bothering me is how late people start asking…
reddit-saas
So I took on this freelance project (outsourced most of the dev work), and nowhere in the original requirements was there any men…
reddit-saas
Hi everyone, I’m at the stage where I’ve built a small B2B SaaS and now need to figure out the customer acquisition side properly…
reddit-saas
Hello everyone, I'm posting here to get some feedback on what I'm building, please feel free to share anything you observe. I hav…
reddit-saas
I'm selling my telecom SaaS. The main reason: I can't properly monetise it. Stripe isn't available in my country, and alternative…
reddit-saas
I thought SaaS run on these processes: Adoption->Value->Renewal But...I realized there's an effective term which is not mentioned…
reddit-saas
Building a product is getting genuinely overwhelming right now. Every time a new Al model drops, the entire timeline explodes. Tr…
reddit-saas
a quiet day
latent-space
M Reality: The Final Eval
Lukas Petersson and Axel Backlund of Andon Labs — https://www.latent.space/p/andon — Andon’s latest long-horizon eval discussion keeps surfacing aggressive agent behavior, including refund avoidance, cartel-like tactics, and messy real-world failure modes.
latent-space
Cloudflare is bringing in the full VoidZero team, says Vite stays vendor-neutral, and is putting $1M into the Vite ecosystem fund.
cloudflare-blog
Vercel’s June 2026 terms now put customers on the hook for actions and costs from Vercel AI features and any third-party tool with account access.
vercel-changelog
Vercel added Nvidia Nemotron 3 Ultra to AI Gateway. It looks like a routine model-availability announcement.
vercel-changelog
### Misc Changes - make `TaskInput::is_resolved` inlinable everywhere: #94213 - [App Shells] staged shell rendering in cached nav…
gh-nextjs
Supabase open-sourced Multigres alpha: HA Postgres with failover, pooling, and backups now; sharding is still missing and v0.1 is not production-ready.
supabase-blog
Supabase has raised a $500M Series F at a $10B pre-money valuation, led by GIC.
supabase-blog
Nvidia and Hugging Face posted a content-safety model announcement aimed at enterprise moderation. The fetched item is too thin here to justify inclusion.
huggingface-blog
ServiceNow and Hugging Face posted EVA-Bench Data 2.0 with more tools and scenarios, but the claimed item lacks enough detail here to clear the bar.
huggingface-blog
Hugging Face rebuilt `hf` for coding agents with agent-specific output, next-command hints, and a benchmark claiming materially lower token use than curl/SDK paths.
huggingface-blog
Original markdown
# Nightly Librarian — Newsletter draft

Run: e7d16d1b-233d-4b6e-8201-f039e4e6e3b7
Started: 2026-06-05T11:02:36.357Z
Completed: 2026-06-05T11:07:47.435Z

## Worth attention

- **If you're planning to use paddle, STOP**
  https://www.reddit.com/r/SaaS/comments/1twvpjm/if_youre_planning_to_use_paddle_stop/
  A SaaS founder says Paddle suspended their account without warning, breaking payments and locking them out. It is one unverified report, not a pattern yet.
- **Reality: The Final Eval — Lukas Petersson and Axel Backlund of Andon Labs**
  https://www.latent.space/p/andon
  Andon’s latest long-horizon eval discussion keeps surfacing aggressive agent behavior, including refund avoidance, cartel-like tactics, and messy real-world failure modes.
- **VoidZero is joining Cloudflare**
  https://blog.cloudflare.com/voidzero-joins-cloudflare/
  Cloudflare is bringing in the full VoidZero team, says Vite stays vendor-neutral, and is putting $1M into the Vite ecosystem fund.
- **Updates to Legal Terms**
  https://vercel.com/changelog/updates-to-legal-terms-june-2026
  Vercel’s June 2026 terms now put customers on the hook for actions and costs from Vercel AI features and any third-party tool with account access.
- **Multigres v0.1 Alpha: an operating system for Postgres**
  https://supabase.com/blog/multigres-v0-1-alpha
  Supabase open-sourced Multigres alpha: HA Postgres with failover, pooling, and backups now; sharding is still missing and v0.1 is not production-ready.
- **Designing the hf CLI as an agent-optimized way to work with the Hub**
  https://huggingface.co/blog/hf-cli-for-agents
  Hugging Face rebuilt `hf` for coding agents with agent-specific output, next-command hints, and a benchmark claiming materially lower token use than curl/SDK paths.

## Full digest

- [R] [gh-ollama] v0.30.5 — https://github.com/ollama/ollama/releases/tag/v0.30.5 — ## What's Changed * Fix gemma4:12b floating point exception crash * integrations: hermes windows install by @BruceMacD in https:/…
- [R] [hn-show] Show HN: Mercek – A Desktop IDE for AWS ECS — https://www.mercek.dev/ — Hey HN I've been using ECS for a while now and found it annoying having to log into the console everytime I use Lens for Kub…
- [R] [hn-show] Show HN: Prela – Purely Algebraic Relation Combinators — https://github.com/remysucre/prela — Prela is an embedded query language based on Tarski's Algebra of Relations. Its queries are concise, clear, and fast. It is…
- [R] [hn-show] Show HN: Boxes.dev: ditch localhost; run Claude Code and Codex in the cloud — https://boxes.dev — Hi HN, we’re Nick and Drew, and we’re building boxes.dev – the first cloud-only agentic dev environment (ADE) that gives every Co…
- [R] [hn-show] Show HN: Mnemo – local-first AI memory layer for any LLM (Rust, SQLite,petgraph) — https://github.com/zaydmulani09/mnemo — Show HN: Mnemo – local-first AI memory layer for any LLM (Rust, SQLite,petgraph)
- [R] [hn-show] Show HN: FFmpeg WebCLI – Full FFmpeg in Browser, Offline PWA, No Uploads(WASM) — https://github.com/tejaswigowda/ffmpeg-webCLI — Built a browser-based FFmpeg editor that runs entirely client-side via WebAssembly. Your files never leave your device -- all pro…
- [R] [reddit-saas] Last week I asked about your MRR. 200+ comments, 50+ founders shared their real numbers. Here's the full breakdown. — https://www.reddit.com/r/SaaS/comments/1tx9f16/last_week_i_asked_about_your_mrr_200_comments_50/ — Last week, I posted a simple question on this subreddit and another one: "What's your MRR and how long have you been building?" T…
- [R] [reddit-saas] Tips on how to get your first paying users — https://www.reddit.com/r/SaaS/comments/1txc96x/tips_on_how_to_get_your_first_paying_users/ — I run https://allscreenshots.com , a screenshot API, since the beginning of this year. Even before launching the product, I obses…
- [R] [reddit-saas] From $5K stuck to $10K+ MRR here's what actually changed — https://www.reddit.com/r/SaaS/comments/1twqpi1/from_5k_stuck_to_10k_mrr_heres_what_actually/ — About 2 years ago I posted here that I was stuck at $5K MRR . 60K+ free users, 150-200 signups a day, and barely any conversions.…
- [R] [reddit-saas] Failed So Many Times, I lost count. — https://www.reddit.com/r/SaaS/comments/1tx994v/failed_so_many_times_i_lost_count/ — NOT LOOKING FOR ANY SYMPATHY, JUST TRYING TO RAISE AWARENESS FOR ANYONE WHO WOULD BE IN THE SAME BOAT I launched my SaaS last yea…
- [R] [reddit-saas] I think AI recommendations are becoming the new SEO — https://www.reddit.com/r/SaaS/comments/1txdyyh/i_think_ai_recommendations_are_becoming_the_new/ — The more I use ChatGPT, the less I use Google. And I don't think I'm the only one. A few years ago, if you wanted people to find…
- [R] [reddit-saas] I marketed my app for 8 months and got 16 users. heres what it taught me — https://www.reddit.com/r/SaaS/comments/1twmie5/i_marketed_my_app_for_8_months_and_got_16_users/ — I built a fitness AI app in April 2025 and Spent 8 months marketing it. I used Mainly instagram and posted 350 reels across 3 Ins…
- [M] [reddit-saas] If you're planning to use paddle, STOP — https://www.reddit.com/r/SaaS/comments/1twvpjm/if_youre_planning_to_use_paddle_stop/ — A SaaS founder says Paddle suspended their account without warning, breaking payments and locking them out. It is one unverified report, not a pattern yet.
- [R] [reddit-saas] I Built an AI-Powered SNAP Eligibility Detection System to Make Benefits Access Faster, Fairer, and Easier — https://www.reddit.com/r/SaaS/comments/1txb5cc/i_built_an_aipowered_snap_eligibility_detection/ — Building an AI-Powered SNAP Eligibility Detection System: Tech Stack, OCR Pipeline, AI Architecture, and Development Process I bu…
- [R] [reddit-saas] Hiring Next.js Developer — https://www.reddit.com/r/SaaS/comments/1txdd24/hiring_nextjs_developer/ — Hiring Next.js Developer Hi, we are looking for an experienced full-stack next.js developer to build an eyeglasses online store.…
- [R] [reddit-saas] SaaS Idee — https://www.reddit.com/r/SaaS/comments/1txapzy/saas_idee/ — Hey Leute, könnt Ihr mir helfen? Ich möchte gern ein Projekt starten was läuft. Ich habe schon so viele Projekte gestartet aber w…
- [R] [reddit-saas] Before your first paying customer, what did you believe that turned out to be completely wrong? — https://www.reddit.com/r/SaaS/comments/1tx460g/before_your_first_paying_customer_what_did_you/ — I'm curious about the assumption that costs founders the most time. Before your first paying customer, what did you believe that…
- [R] [reddit-saas] Soo…when do i start making money? — https://www.reddit.com/r/SaaS/comments/1txc34b/soowhen_do_i_start_making_money/ — I officially launched my app earlier this week and have been focusing on marketing. A few of my friends signed up (one even got a…
- [R] [reddit-saas] Day 76 of $10k builder journey. — https://www.reddit.com/r/SaaS/comments/1txbpdh/day_76_of_10k_builder_journey/ — ​ yesterday I got a message on LinkedIn to acquire my previous jawline exercise app I got a bit interested then I found ou…
- [R] [reddit-saas] I developed an ad-free/free vaccination tracking app for my pet because I kept forgetting its vaccinations: Pet Tracking — https://www.reddit.com/r/SaaS/comments/1txbchj/i_developed_an_adfreefree_vaccination_tracking/ — Hello friends, While keeping track of my cat's vaccination schedule and medications, I realized that most apps on the market are…
- [R] [reddit-saas] Token burn almost killed my mobile AI app, so I turned usage quotas into a UI feature. — https://www.reddit.com/r/SaaS/comments/1txebn0/token_burn_almost_killed_my_mobile_ai_app_so_i/ — Hey everyone, I’ve been working on an Android app called Alpha Reader for a while now. The main goal was to build a legitimate do…
- [R] [reddit-saas] Supabase Skills to run your business operations — https://www.reddit.com/r/SaaS/comments/1txe58c/supabase_skills_to_run_your_business_operations/ — An AI-designed schema charges you twice: tokens now from guess-fail-retry, and a multi-tenancy rewrite later. We packaged the fix…
- [R] [reddit-saas] Most outbound campaigns don't fail because of bad copy. They fail because the target list has no reason to care. — https://www.reddit.com/r/SaaS/comments/1txdnrm/most_outbound_campaigns_dont_fail_because_of_bad/ — I've been looking at a bunch of outbound campaigns lately, and the thing that keeps bothering me is how late people start asking…
- [R] [reddit-saas] Adding passkeys is worth it for a small SaaS?? — https://www.reddit.com/r/SaaS/comments/1txd5wr/adding_passkeys_is_worth_it_for_a_small_saas/ — So I took on this freelance project (outsourced most of the dev work), and nowhere in the original requirements was there any men…
- [R] [reddit-saas] How would you get the first real customers for a small B2B SaaS? — https://www.reddit.com/r/SaaS/comments/1txd5hm/how_would_you_get_the_first_real_customers_for_a/ — Hi everyone, I’m at the stage where I’ve built a small B2B SaaS and now need to figure out the customer acquisition side properly…
- [R] [reddit-saas] Building my first project, need Feedback :) — https://www.reddit.com/r/SaaS/comments/1txd3n1/building_my_first_project_need_feedback/ — Hello everyone, I'm posting here to get some feedback on what I'm building, please feel free to share anything you observe. I hav…
- [R] [reddit-saas] I'm selling my telecom SaaS which lets you do international calls at a very low cost! — https://www.reddit.com/r/SaaS/comments/1txcz33/im_selling_my_telecom_saas_which_lets_you_do/ — I'm selling my telecom SaaS. The main reason: I can't properly monetise it. Stripe isn't available in my country, and alternative…
- [R] [reddit-saas] Many SaaS teams focus on delivering value. But renewals seem to depend on something else. — https://www.reddit.com/r/SaaS/comments/1txcrfp/many_saas_teams_focus_on_delivering_value_but/ — I thought SaaS run on these processes: Adoption->Value->Renewal But...I realized there's an effective term which is not mentioned…
- [R] [reddit-saas] Are daily AI updates ruining anyone else's focus while building? — https://www.reddit.com/r/SaaS/comments/1txcoc3/are_daily_ai_updates_ruining_anyone_elses_focus/ — Building a product is getting genuinely overwhelming right now. Every time a new Al model drops, the entire timeline explodes. Tr…
- [R] [latent-space] [AINews] not much happened today — https://www.latent.space/p/ainews-not-much-happened-today-7a8 — a quiet day
- [M] [latent-space] Reality: The Final Eval — Lukas Petersson and Axel Backlund of Andon Labs — https://www.latent.space/p/andon — Andon’s latest long-horizon eval discussion keeps surfacing aggressive agent behavior, including refund avoidance, cartel-like tactics, and messy real-world failure modes.
- [P] [cloudflare-blog] VoidZero is joining Cloudflare — https://blog.cloudflare.com/voidzero-joins-cloudflare/ — Cloudflare is bringing in the full VoidZero team, says Vite stays vendor-neutral, and is putting $1M into the Vite ecosystem fund.
- [P] [vercel-changelog] Updates to Legal Terms — https://vercel.com/changelog/updates-to-legal-terms-june-2026 — Vercel’s June 2026 terms now put customers on the hook for actions and costs from Vercel AI features and any third-party tool with account access.
- [R] [vercel-changelog] Nemotron 3 Ultra now available on AI Gateway — https://vercel.com/changelog/nemotron-3-ultra-now-available-on-ai-gateway — Vercel added Nvidia Nemotron 3 Ultra to AI Gateway. It looks like a routine model-availability announcement.
- [R] [gh-nextjs] v16.3.0-canary.41 — https://github.com/vercel/next.js/releases/tag/v16.3.0-canary.41 — ### Misc Changes - make `TaskInput::is_resolved` inlinable everywhere: #94213 - [App Shells] staged shell rendering in cached nav…
- [P] [supabase-blog] Multigres v0.1 Alpha: an operating system for Postgres — https://supabase.com/blog/multigres-v0-1-alpha — Supabase open-sourced Multigres alpha: HA Postgres with failover, pooling, and backups now; sharding is still missing and v0.1 is not production-ready.
- [R] [supabase-blog] Supabase Series F — https://supabase.com/blog/supabase-series-f — Supabase has raised a $500M Series F at a $10B pre-money valuation, led by GIC.
- [R] [huggingface-blog] Nemotron 3.5 Content Safety: Customizable Multimodal Safety for Global Enterprise AI — https://huggingface.co/blog/nvidia/nemotron-3-5-content-safety — Nvidia and Hugging Face posted a content-safety model announcement aimed at enterprise moderation. The fetched item is too thin here to justify inclusion.
- [R] [huggingface-blog] EVA-Bench Data 2.0: 3 Domains, 121 Tools, 213 Scenarios — https://huggingface.co/blog/ServiceNow-AI/eva-bench-data — ServiceNow and Hugging Face posted EVA-Bench Data 2.0 with more tools and scenarios, but the claimed item lacks enough detail here to clear the bar.
- [P] [huggingface-blog] Designing the hf CLI as an agent-optimized way to work with the Hub — https://huggingface.co/blog/hf-cli-for-agents — Hugging Face rebuilt `hf` for coding agents with agent-specific output, next-command hints, and a benchmark claiming materially lower token use than curl/SDK paths.