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The Cloudflare ecosystem is great. I love deploying apps to Workers, but not all applications can be ported to serverless architecture.

Cloudflare Containers have been around for a while (still in beta though) to address that. They are using Firecracker VMs under the hood (https://firecracker-microvm.github.io/) and allow you to deploy any Docker image across their infrastructure.

But for somebody who just wants to take their Docker image and deploy, going through the whole Wrangler setup, writing a Worker script, dealing with Durable Objects may be discouraging for quick experimentation.

I built a simple Node.js CLI that implements Heroku/Fly.io developer experience on top of Cloudflare Containers.

1. Open directory with Dockerfile 2. Auth with Cloudflare API token 3. Deploy

- it will create a routing/loadbalancing worker - add Durable Objects and Container bindings - and return live app url within couple of minutes

You can then play with scaling it across regions and instances:

``` flarepilot scale myapp -r eeur,weur -i 1 flarepilot scale myapp -r eeur -i 4 ```

It is a very basic proof-of-concept using locationHints, not ready for production.

Just experimenting for fun.

Comments URL: https://news.ycombinator.com/item?id=47072037

Points: 1

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Article URL: https://huggingface.co/Zyphra/ZUNA

Comments URL: https://news.ycombinator.com/item?id=47072036

Points: 1

# Comments: 1

Article URL: https://medium.com/@jatin.b.rx3/i-reverse-engineered-zomatos-food-rescue-feature-here-s-what-i-found-inside-f7043d3710ee

Comments URL: https://news.ycombinator.com/item?id=47072034

Points: 1

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Article URL: https://medium.com/versanova/on-the-fly-code-generation-wont-fly-0f7b02e69195

Comments URL: https://news.ycombinator.com/item?id=47072031

Points: 1

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Article URL: https://clojure.org/news/2026/02/18/state-of-clojure-2025

Comments URL: https://news.ycombinator.com/item?id=47072023

Points: 1

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Article URL: https://www.williamyaoh.com/posts/2020-05-03-permissiveness-solutions.html

Comments URL: https://news.ycombinator.com/item?id=47072016

Points: 1

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Article URL: https://www.abelenekes.com/p/when-change-becomes-cheaper-than-commitment

Comments URL: https://news.ycombinator.com/item?id=47072007

Points: 2

# Comments: 1

Article URL: https://theelderscripts.com/baking-the-context-cake/

Comments URL: https://news.ycombinator.com/item?id=47072000

Points: 1

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Article URL: https://aboutsignal.com/news/signal-launches-version-8-0-with-signal-secure-backups/

Comments URL: https://news.ycombinator.com/item?id=47071986

Points: 1

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Article URL: https://www.bloomberg.com/news/articles/2026-02-19/uk-names-antonia-romeo-as-first-woman-to-head-civil-service

Comments URL: https://news.ycombinator.com/item?id=47071980

Points: 1

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Article URL: https://outspeaker.com/post/12

Comments URL: https://news.ycombinator.com/item?id=47071955

Points: 1

# Comments: 6

Article URL: https://tahigichigi.substack.com/p/12-red-flags-of-ai-writing-and-how

Comments URL: https://news.ycombinator.com/item?id=47071937

Points: 1

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We just live our whole lives in our bubble, in our families, going to work instead of exploring...

Comments URL: https://news.ycombinator.com/item?id=47071915

Points: 1

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Article URL: https://www.sigmicro.org/media/oralhistories/colwell.pdf

Comments URL: https://news.ycombinator.com/item?id=47071907

Points: 1

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Article URL: https://philipgoff.substack.com/p/will-science-ever-explain-consciousness

Comments URL: https://news.ycombinator.com/item?id=47071616

Points: 1

# Comments: 0

Hey HN, creator here.

I've been experimenting heavily with large-context multimodal LLMs (like Gemini 3 Pro) for coding tasks. I noticed that feeding raw text files consumes a massive amount of tokens and often clutters the context window.

Inspired by recent research (like the DeepSeek-OCR paper) suggesting visual encoders can be more efficient than text tokenizers for structured data, I built pixrep.

It’s a CLI tool that converts your codebase into a structured, syntax-highlighted PDF hierarchy.

Key features: - Token Efficiency: In my local benchmark, a repo requiring ~31k text tokens was compressed to ~19k tokens when fed as a visual PDF (using the `onepdf` mode). - Semantic Minimap: It uses Python's `ast` (and regex for other langs) to generate a UML/call-graph minimap at the top of each file. - Linter Heatmap: It can run `ruff` or `eslint` and overlay a heatmap on the PDF to warn the LLM about risky lines visually. - OnePDF Mode: Packs the core code into a single, ASCII-optimized PDF file for single-shot uploading.

It's written in Python and uses ReportLab for PDF generation.

I'd love to hear your thoughts on "Visual RAG" or any feedback on the implementation!

repo: https://github.com/TingjiaInFuture/pixrep

Comments URL: https://news.ycombinator.com/item?id=47071614

Points: 1

# Comments: 0

I built a free REST API for common dev tasks that usually require pulling in heavy dependencies or writing boilerplate.

Features include: - URL shortener with click analytics - QR code generation (PNG/SVG/data URL) - Fake/mock data generator (person, address, email, company, etc.) - JWT decoder, regex tester, password generator - JSON diff/format/minify, YAML↔JSON, Markdown→HTML - Base64, SHA256/MD5/SHA512 hashing, UUID v4 - Cron expression explainer, number base converter - IP info, HTML tag stripper, list processor

No auth required for basic usage (rate limited). Pay 1 USDC on Base L2 for an unlimited API key.

Also available as a zero-dependency npm package: npm install conway-toolbox

Comments URL: https://news.ycombinator.com/item?id=47071588

Points: 1

# Comments: 0

Article URL: https://helpmaton.com/blog/set-it-and-forget-it-5-recurring-reports-you-can-automate-with-helpmaton-schedules/

Comments URL: https://news.ycombinator.com/item?id=47071555

Points: 1

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Article URL: https://www.youtube.com/watch?v=-k_JPei0YNc

Comments URL: https://news.ycombinator.com/item?id=47071554

Points: 1

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Article URL: https://www.newyorker.com/culture/annals-of-inquiry/why-some-people-thrive-on-four-hours-of-sleep

Comments URL: https://news.ycombinator.com/item?id=47071551

Points: 1

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