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The Continual Learning Problem

https://jessylin.com/2025/10/20/continual-learning/
1•gsjbjt•40s ago•0 comments

Return of the Obra Dinn – Narrated Modeling Mega Timelapse

https://www.youtube.com/watch?v=90vqCKEEj3s
1•doppp•45s ago•0 comments

Kanban and AI inside Chatwoot [video]

https://www.youtube.com/watch?v=9cCXso9ZIYc
1•mutonbini•1m ago•0 comments

What's Going on with Apple Vision Pro? [video]

https://www.youtube.com/watch?v=rU9aqBv0YdY
1•mgh2•1m ago•0 comments

A deep dive into BPF LPM trie performance and optimization

https://blog.cloudflare.com/a-deep-dive-into-bpf-lpm-trie-performance-and-optimization/
1•fleahunter•2m ago•0 comments

Show HN: A to Do List That Helps You Forget

https://adamjgrant.github.io/tides-over-sand/
1•hidelooktropic•2m ago•0 comments

AI and Software Engineering, the Conflict Within

https://handmadeoasis.com/ai-and-software-engineering-the-conflict-within/
1•RamtinJ95•3m ago•0 comments

Did John McCarthy Get the Term AI from Norbert Wiener?

https://seanmanion.substack.com/p/artificial-imitation-did-john-mccarthy
1•FromTheArchives•3m ago•0 comments

LangChain raises $125M to build the platform for agent engineering

https://blog.langchain.com/series-b/
1•janpio•4m ago•0 comments

Bank of England chief warns of 'worrying echoes' of 2008 financial crisis

https://www.theguardian.com/business/2025/oct/21/bank-of-england-chief-warns-worrying-echoes-2008...
2•mellosouls•4m ago•0 comments

Launching our new browser, ChatGPT Atlas

https://fidjisimo.substack.com/p/launching-our-new-browser-chatgpt
3•mfiguiere•5m ago•0 comments

DeepSeek-OCR Online Tool

https://www.deepseekocr.pro
1•kyrox•5m ago•0 comments

WA cities face unprecedented water cuts amid drought

https://www.seattletimes.com/seattle-news/climate-lab/wa-cities-face-unprecedented-water-cuts-ami...
1•petethomas•5m ago•0 comments

Valkey 9.0 now supports 1B RPS, hash field expiration, and more

https://valkey.io/blog/introducing-valkey-9/
2•reconditerose•6m ago•0 comments

OpenAI is about to launch its new AI web browser, ChatGPT Atlas

https://www.theverge.com/news/803481/openai-web-browser-ai-announcement-teaser
1•alvis•7m ago•1 comments

Black magic fuckery right here

https://www.reddit.com/r/blackmagicfuckery/s/DjoShKXIT4
2•FatMike•7m ago•0 comments

When Design Drives Behavior

https://world.hey.com/jason/when-design-drives-behavior-49baf157
1•colinprince•7m ago•0 comments

Hackers exploit 34 zero-days on first day of Pwn2Own Ireland

https://www.bleepingcomputer.com/news/security/hackers-exploit-34-zero-days-on-first-day-of-pwn2o...
2•fleahunter•7m ago•0 comments

Have UFOs Invaded America? [video]

https://www.youtube.com/watch?v=2e9R6duQml4&list=PLPQCt2ufkSX4kBGE2YQvFOjlloXxMMPHA
1•ahmetcadirci25•8m ago•0 comments

Show HN: Striver – organize and internalize what's important to you

https://trystriver.com
1•zwilderrr•9m ago•0 comments

Algorithmic Underground

https://jmsdnns.com/tech/algo-underground/
1•olooney•9m ago•0 comments

Show HN: Don't Blink

https://twitter.com/huedaya/status/1980677893765402862
1•huedaya•9m ago•0 comments

SourceFS: We turn a 2 hour Android build into a 15-minute task

https://www.source.dev/journal/sourcefs
1•happosai•11m ago•0 comments

OpenAI Set to Challenge Google with New ChatGPT Atlas Browser

https://www.bloomberg.com/news/articles/2025-10-21/openai-set-to-challenge-google-with-new-chatgp...
8•coloneltcb•11m ago•1 comments

Mini Models Battle: Claude Haiku 4.5 vs. GLM-4.6 vs. GPT-5 Mini

https://blog.kilocode.ai/p/mini-models-battle-claude-haiku-45
1•janpio•11m ago•0 comments

What's so bad about Windows 11? Help me understand

https://www.windowscentral.com/microsoft/windows-11/whats-bad-about-windows-11
2•MaximilianEmel•13m ago•0 comments

GBrain Therapy Bot

https://gemini.google.com/share/502383dc49b9
3•FDX2018•13m ago•0 comments

Our Journey to Affordable Logging

https://techblog.cloudkitchens.com/p/our-journey-to-affordable-logging
1•LaserToy•13m ago•1 comments

Roku accused of selling children's data to advertisers and brokers

https://www.malwarebytes.com/blog/news/2025/10/roku-accused-of-selling-childrens-data-to-advertis...
2•chirau•14m ago•0 comments

Bolt – How Mura Wrote an In-House LLM Eval Framework

https://mackey.substack.com/p/bolt-how-mura-wrote-an-in-house-llm
7•jamesmackey•14m ago•0 comments
Open in hackernews

Show HN: Toffu – AI marketing agent that executes campaigns through chat

https://toffu.ai
5•orarbel1•2h ago
I built Toffu after getting frustrated juggling 20+ marketing tools.

Instead of logging into Google Ads, opening GA4, checking Meta dashboards, and writing reports, you just chat:

"What's my ROAS this week?" "Pause underperforming ads" "Create a competitor analysis" "Increase budget on winning campaigns"

The AI executes everything – not just recommendations.

Connects to: Google Ads, GA4, Meta Ads, LinkedIn, Reddit, Search Console, Webflow, HubSpot, and more.

SOC2 certified for enterprise use.

Free tier available. Happy to answer questions or hear feedback.

Comments

DanDanay•2h ago
Very cool!
orarbel1•2h ago
Thanks! What marketing tools are you currently using?

The most common workflow we see is people bouncing between 5-10 different dashboards daily. Would love to hear what pain points you're running into.

Also happy to give you early access if you want to test it out.