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Show HN: I created an open-source browser extension (GitOak) similar to Octotree

Hacker News - Sat, 03/22/2025 - 3:57am

Gitoak is a free file tree extension for GitHub, available on Chrome, Firefox and Edge.

Comments URL: https://news.ycombinator.com/item?id=43444271

Points: 1

# Comments: 0

Categories: Hacker News

Show HN: Reduce Token Usage for Data Analytics

Hacker News - Sat, 03/22/2025 - 3:27am

Hi HN! I've spent the last year building The Data Workspace, a tool that makes data analysis accessible to non-technical business users while dramatically reducing the token consumption for LLMs.

Most LLM-based data tools simply throw entire datasets at models, resulting in astronomical token usage. Through a combination of zero data exposure and local query validation, I've reduced token consumption by 80% compared to standard approaches.

I'd love feedback from you, especially from those who've worked with the cost and complexity of data analysis. Would also appreciate thoughts on our approach to token optimization!

Try it out: https://www.thedataworkspace.com/

Comments URL: https://news.ycombinator.com/item?id=43444170

Points: 1

# Comments: 0

Categories: Hacker News

Stripe Agent Toolkit [video]

Hacker News - Sat, 03/22/2025 - 3:22am
Categories: Hacker News

Fertility on Demand

Hacker News - Sat, 03/22/2025 - 3:20am
Categories: Hacker News

Test Drive

Hacker News - Sat, 03/22/2025 - 3:05am

Article URL: https://www.google.com/maps/maps

Comments URL: https://news.ycombinator.com/item?id=43444106

Points: 1

# Comments: 0

Categories: Hacker News

Test Drive

Hacker News - Sat, 03/22/2025 - 3:04am

Article URL: https://www.google.com/maps

Comments URL: https://news.ycombinator.com/item?id=43444102

Points: 1

# Comments: 0

Categories: Hacker News

Wine 10.4 Released

Hacker News - Sat, 03/22/2025 - 2:59am
Categories: Hacker News

Ask HN: How should junior programmers use and/or not use AI for programming?

Hacker News - Sat, 03/22/2025 - 2:54am

I am observing at my company that junior programmers, who have been allowed to use AI for helping with their coding seem to be losing their coding skills and critical skills. However, the seniors have become slightly more productive.

What has been your experience and do you have any suggestion on how to use AI and can we evolve some guidelines for juniors.

Also, the mentoring and community ecosystem online as well as in juniors and seniors seems to be also taking a hit. Any suggestions how to sustain this? Wouldn't want to lose the social connection juniors used to have with seniors because of this.

Comments URL: https://news.ycombinator.com/item?id=43444058

Points: 1

# Comments: 0

Categories: Hacker News

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