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Show HN: HyperCell – Open-source Excel calculation engine for Java

https://github.com/Scoop-Analytics/hypercell
1•bradpeters•2h ago
Hi HN! I built HyperCell to solve a problem we kept hitting at our company (Scoop Analytics):

Business teams model everything in Excel – pricing logic, risk calculations, financial forecasts. Engineers then rewrite that logic in Java. Every time. This translation process causes bugs, delays, and drift between "what the business thinks the logic is" vs "what's actually running."

HyperCell takes a different approach: load the Excel file, compile the formulas into a DAG, and execute them in-memory. No translation. The spreadsheet IS the code.

Technical details: - Parses Excel formulas using ANTLR4 - Builds a dependency graph for intelligent recalculation - 200+ functions (SUM, VLOOKUP, INDEX/MATCH, IF, NPV, IRR, etc.) - Cross-validated against Excel with 82,881 formulas at 100% accuracy - ~50ms to load a typical workbook, sub-millisecond recalculation

Use cases we've seen: - Insurance companies running rating models - Fintech doing real-time pricing - E-commerce with vendor-specific shipping rules

It's Apache 2.0 licensed. We extracted it from our production system where it's been running for 2+ years.

Happy to answer any questions about the architecture or implementation!

Ask HN: What book are you currently reading?

1•sujayk_33•8m ago•1 comments

How Liquid Dampers in Skyscrapers Work

https://www.youtube.com/watch?v=fudWbvE8ZKw
1•akshatjiwan•11m ago•0 comments

The U.S. offers Ukraine a 15-year security guarantee for now

https://www.npr.org/2025/12/29/g-s1-103906/ukraine-russia-trump-zelenskyy-security
2•geox•12m ago•0 comments

Ask HN: What skills and projects should an unemployed software dev focus on?

1•MITfather•13m ago•0 comments

I built a receipt printer for GitHub issues

https://aschmelyun.com/blog/i-built-a-receipt-printer-for-github-issues/
1•itzlambda•18m ago•1 comments

Documentation for Developers

https://leaddev.com/communication/build-documentation-developers-actually-navigate
1•shehabas•19m ago•0 comments

The ARR Illusion in the Age of AI

https://oswarld.com/eng/insight/250816_ai-arr-illusion-gmv-vs-arr
1•haebom•19m ago•0 comments

Show HN: Magic Input – Use your iPhone as a keyboard and trackpad for your Mac

1•willswire•20m ago•2 comments

Asahi Linux M1 DisplayPort working during CCC #39c3

https://github.com/AsahiLinux/linux/tree/fairydust
3•heredoc•24m ago•1 comments

AI-generated content in Wikipedia – a tale of caution [video]

https://media.ccc.de/v/39c3-ai-generated-content-in-wikipedia-a-tale-of-caution
1•vinni2•25m ago•0 comments

Show HN: Simple Chrome extension to play focus music

https://chromewebstore.google.com/detail/focus-music/bnecaegenddgoleofplogafikcdkckkm
1•404softwarelabs•27m ago•0 comments

My 2025 review as an indie dev

https://xenodium.com/my-2025-review-as-an-indie-dev
1•xenodium•28m ago•0 comments

Sora will make social media creators 'far, far, far less valuable'

https://www.businessinsider.com/lightspeed-partner-sora-creators-far-less-valuable-2025-12
1•bookofjoe•28m ago•0 comments

An Anti-A.I. Movement Is Coming. Which Party Will Lead It?

https://www.nytimes.com/2025/12/29/opinion/ai-democracy.html
4•voxleone•28m ago•2 comments

Show HN: A simple, free Hacker News reader for iOS

https://apps.apple.com/us/app/hacker-news-reader-app/id6502296871
1•togido•29m ago•0 comments

Want to Learn about Timepieces

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When the lights went out, and the shooting started, Y2K [felt] all too real

https://www.theregister.com/2025/12/29/on_call/
2•dijksterhuis•30m ago•0 comments

Show HN: A Simple Geometric Constraint Solver

https://github.com/kasznar/geometric-constraint-solver
2•kasznar•34m ago•0 comments

Show HN: Ornix – Zero-setup folder organizer for macOS

https://kolee.kr/apps/kolee-ornix
1•yahoai•35m ago•1 comments

Happy 16th Birthday, Krebsonsecurity.com

https://krebsonsecurity.com/2025/12/happy-16th-birthday-krebsonsecurity-com/
3•feross•38m ago•0 comments

Why AV1 is not used more broadly (2023)

https://old.reddit.com/r/AV1/comments/17314ik/comment/k44x4lj/
3•tosh•38m ago•0 comments

The processes behind making the combs and cylinders at Reuge

https://www.thenakedwatchmaker.com/making-reugecombs
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AI-Powered (SaaS, App, etc.) Idea Validation System

https://github.com/kzeitar/idea-sieve
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The New Billionaires of the A.I. Boom

https://www.nytimes.com/2025/12/29/technology/new-billionaires-ai-boom.html
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Why Vxlan?

https://goyalankit.com/blog/note-on-vxlan
2•goyalankit•48m ago•0 comments

Wired Magazine Got Hacked

https://www.facebook.com/ethical.hack.group/posts/wired-magazine-got-hacked-23-million-subscriber...
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Non-Zero-Sum Games

https://nonzerosum.games/
34•8organicbits•56m ago•2 comments

Wormhole send and receive die with SIGILL

https://github.com/magic-wormhole/magic-wormhole/issues/693
1•hggh•59m ago•0 comments

I was tired of FFmpeg, so I made FFmpeg for humans

1•alpbak•1h ago•1 comments

Ask HN: Does enterprise GenAI adoption come from constraint, not intelligence?

1•genum_Lab•1h ago•0 comments