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.
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
R
v0.30.5
## What's Changed * Fix gemma4:12b floating point exception crash * integrations: hermes windows install by @BruceMacD in https:/…
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…
Prela is an embedded query language based on Tarski's Algebra of Relations. Its queries are concise, clear, and fast. It is…
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…
Show HN: Mnemo – local-first AI memory layer for any LLM (Rust, SQLite,petgraph)
Built a browser-based FFmpeg editor that runs entirely client-side via WebAssembly. Your files never leave your device -- all pro…
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…
I run https://allscreenshots.com , a screenshot API, since the beginning of this year. Even before launching the product, I obses…
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.…
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…
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…
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…
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.
Building an AI-Powered SNAP Eligibility Detection System: Tech Stack, OCR Pipeline, AI Architecture, and Development Process I bu…
Hiring Next.js Developer Hi, we are looking for an experienced full-stack next.js developer to build an eyeglasses online store.…
Hey Leute, könnt Ihr mir helfen? Ich möchte gern ein Projekt starten was läuft. Ich habe schon so viele Projekte gestartet aber w…
I'm curious about the assumption that costs founders the most time. Before your first paying customer, what did you believe that…
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…
​ yesterday I got a message on LinkedIn to acquire my previous jawline exercise app I got a bit interested then I found ou…
Hello friends, While keeping track of my cat's vaccination schedule and medications, I realized that most apps on the market are…
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…
An AI-designed schema charges you twice: tokens now from guess-fail-retry, and a multi-tenancy rewrite later. We packaged the fix…
I've been looking at a bunch of outbound campaigns lately, and the thing that keeps bothering me is how late people start asking…
So I took on this freelance project (outsourced most of the dev work), and nowhere in the original requirements was there any men…
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…
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…
I'm selling my telecom SaaS. The main reason: I can't properly monetise it. Stripe isn't available in my country, and alternative…
I thought SaaS run on these processes: Adoption->Value->Renewal But...I realized there's an effective term which is not mentioned…
Building a product is getting genuinely overwhelming right now. Every time a new Al model drops, the entire timeline explodes. Tr…
a quiet day
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.
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.
Vercel added Nvidia Nemotron 3 Ultra to AI Gateway. It looks like a routine model-availability announcement.
### Misc Changes - make `TaskInput::is_resolved` inlinable everywhere: #94213 - [App Shells] staged shell rendering in cached nav…
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 has raised a $500M Series F at a $10B pre-money valuation, led by GIC.
Nvidia and Hugging Face posted a content-safety model announcement aimed at enterprise moderation. The fetched item is too thin here to justify inclusion.
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.
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.
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.