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Robust and Interactable World Models in Computer Vision [video]

https://www.youtube.com/watch?v=9B4kkaGOozA
1•Anon84•4m ago•0 comments

Nestlé couldn't crack Japan's coffee market.Then they hired a child psychologist

https://twitter.com/BigBrainMkting/status/2019792335509541220
1•rmason•5m ago•0 comments

Notes for February 2-7

https://taoofmac.com/space/notes/2026/02/07/2000
2•rcarmo•6m ago•0 comments

Study confirms experience beats youthful enthusiasm

https://www.theregister.com/2026/02/07/boomers_vs_zoomers_workplace/
2•Willingham•13m ago•0 comments

The Big Hunger by Walter J Miller, Jr. (1952)

https://lauriepenny.substack.com/p/the-big-hunger
1•shervinafshar•15m ago•0 comments

The Genus Amanita

https://www.mushroomexpert.com/amanita.html
1•rolph•19m ago•0 comments

We have broken SHA-1 in practice

https://shattered.io/
3•mooreds•20m ago•2 comments

Ask HN: Was my first management job bad, or is this what management is like?

1•Buttons840•21m ago•0 comments

Ask HN: How to Reduce Time Spent Crimping?

1•pinkmuffinere•22m ago•0 comments

KV Cache Transform Coding for Compact Storage in LLM Inference

https://arxiv.org/abs/2511.01815
1•walterbell•27m ago•0 comments

A quantitative, multimodal wearable bioelectronic device for stress assessment

https://www.nature.com/articles/s41467-025-67747-9
1•PaulHoule•29m ago•0 comments

Why Big Tech Is Throwing Cash into India in Quest for AI Supremacy

https://www.wsj.com/world/india/why-big-tech-is-throwing-cash-into-india-in-quest-for-ai-supremac...
1•saikatsg•29m ago•0 comments

How to shoot yourself in the foot – 2026 edition

https://github.com/aweussom/HowToShootYourselfInTheFoot
1•aweussom•29m ago•0 comments

Eight More Months of Agents

https://crawshaw.io/blog/eight-more-months-of-agents
4•archb•31m ago•0 comments

From Human Thought to Machine Coordination

https://www.psychologytoday.com/us/blog/the-digital-self/202602/from-human-thought-to-machine-coo...
1•walterbell•32m ago•0 comments

The new X API pricing must be a joke

https://developer.x.com/
1•danver0•33m ago•0 comments

Show HN: RMA Dashboard fast SAST results for monorepos (SARIF and triage)

https://rma-dashboard.bukhari-kibuka7.workers.dev/
1•bumahkib7•33m ago•0 comments

Show HN: Source code graphRAG for Java/Kotlin development based on jQAssistant

https://github.com/2015xli/jqassistant-graph-rag
1•artigent•38m ago•0 comments

Python Only Has One Real Competitor

https://mccue.dev/pages/2-6-26-python-competitor
4•dragandj•40m ago•0 comments

Tmux to Zellij (and Back)

https://www.mauriciopoppe.com/notes/tmux-to-zellij/
1•maurizzzio•40m ago•1 comments

Ask HN: How are you using specialized agents to accelerate your work?

1•otterley•42m ago•0 comments

Passing user_id through 6 services? OTel Baggage fixes this

https://signoz.io/blog/otel-baggage/
1•pranay01•42m ago•0 comments

DavMail Pop/IMAP/SMTP/Caldav/Carddav/LDAP Exchange Gateway

https://davmail.sourceforge.net/
1•todsacerdoti•43m ago•0 comments

Visual data modelling in the browser (open source)

https://github.com/sqlmodel/sqlmodel
1•Sean766•45m ago•0 comments

Show HN: Tharos – CLI to find and autofix security bugs using local LLMs

https://github.com/chinonsochikelue/tharos
1•fluantix•46m ago•0 comments

Oddly Simple GUI Programs

https://simonsafar.com/2024/win32_lights/
1•MaximilianEmel•46m ago•0 comments

The New Playbook for Leaders [pdf]

https://www.ibli.com/IBLI%20OnePagers%20The%20Plays%20Summarized.pdf
1•mooreds•46m ago•1 comments

Interactive Unboxing of J Dilla's Donuts

https://donuts20.vercel.app
1•sngahane•48m ago•0 comments

OneCourt helps blind and low-vision fans to track Super Bowl live

https://www.dezeen.com/2026/02/06/onecourt-tactile-device-super-bowl-blind-low-vision-fans/
1•gaws•49m ago•0 comments

Rudolf Vrba

https://en.wikipedia.org/wiki/Rudolf_Vrba
1•mooreds•50m ago•0 comments
Open in hackernews

Show HN: Bookkeeping tool we built after missing our tax deadline

https://www.layernext.ai
1•bmadduma•3mo ago
Today we’re launching the first AI CFO that closes your books automatically. We built it because even we couldn’t keep our own books closed. Early access now open for 100 founding users → https://www.layernext.ai

Comments

bmadduma•3mo ago
Buddhika and Kelum here. We built an AI bookkeeper and CFO because we couldn't afford to close our own books.

Six months ago, we were building financial intelligence for enterprise CFOs. We'd spend months getting access to their SAP or Oracle systems, then more weeks understanding data models that no one documented. After 18 months and a handful of customers, we couldn't make it work reliably. The integration complexity was killing us.

The breaking point came when we realized we hadn't closed our own books for the last full year. Our accountant was chasing us as he needed to file year-end. We use QuickBooks just to invoice customers, never record any expenses or reconcile a bank statement.

So we pivoted and started building a full end-to-end bookkeeping and financial intelligence platform for startups and small businesses. The good thing is at least we can eat our own dogfood and iterate.

Initially we thought it was a super easy problem to solve. Also as engineers we thought this was not complex or sexy enough for us to even work on. But the technical problem was harder than expected. Bank transactions are a mess, "CL GRP INSURED INS" could be what? There are so many edge cases and they're different business to business.

The reconciliation part for expenses was surprisingly straightforward, matching transactions by amount, date and description within a 3-5 day window, flag exceptions. The hard part is handling edge cases like income recognition, refunds, split payments, bulk payments and foreign currency.

What we have now: - Automatic transaction categorization (QuickBooks integration) - Email parsing for invoices and receipts - Real-time cashflow, burn rate P&L that updates as transactions come in - Month-end close that actually... closes

What we haven't figured out: - Multi-entity companies (parent/subsidiary structures) - Handling equity compensation properly - International tax complexity - Many more unknow edge cases.

We're looking for 100 founding users who are willing to connect their QuickBooks accounts and try it out. If you're a technical founder doing your own books, I'd genuinely love feedback on what's hardest for you.

Early access: https://www.layernext.ai/

KomoD•3mo ago
So, the people who couldn't manage their own books is supposed to manage ours? Sorry but this is just not a good look to me.
bmadduma•3mo ago
Thank you for your response.