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Zavora

Re:Claude Opus 4.8 on Friday May 29, 2026 @04:43AM (#48320673)
4.8 is demonstrating simplicity, hence its smarter?? It just refactored my 4.6 generated code (4.8 is very slow on difficult tasks - urgh! - without burning tokens - yey!) but the output was wow! Simple, elegant and exactly what i wanted to see.
Re:Ask HN: Burned out on AI and want to go part time on Wednesday May 27, 2026 @11:40PM (#48304202)
I took up writing and sharing what I learned and it turned out to be an intensive fun actvity for a whole year...I did what I always dreamt of writing, romance novels, technical books on AI, science fiction, books on sensitive topics like abortion, books on my convictions...in total I wrote a 100 books that quenched that childhood dream...another transition example is my brother who always loved pigeons as a kid, he started raising them recently and the passion came back full speed that he is now exporting exotic pigeons and loving it more than the money....you don't have to look far, look at what gave you a sense of purpose as a kid or at any point in your life and take time to rediscover yourself - don't worry if the whole world disagrees or it seems silly - its just for you.
You should have tried SimpleEmailForHumans...now that's a tough one to trademark!
Re:Qwen3.6-Max-Preview: Smarter, Sharper, Still Evolving on Monday April 20, 2026 @12:04PM (#47836254)
Its the new freeware model!
Re:Claude Opus 4.7 on Sunday April 19, 2026 @08:29AM (#47823813)
same error!
Re:Opus 4.7 is horrible at writing on Thursday April 16, 2026 @11:16PM (#47802112)
Suggest you get 4.6 to use the text to generate a writing skill and then give it to 4.7 to align. From their launch docs they do indicate that prompts have to change to get the best out of 4.7
Re:Claude Opus 4.7 on Thursday April 16, 2026 @01:01PM (#47796307)
The most important question is: does it perform better than 4.6 in real world tasks? What's your experience?
Re:Google is dead. Where do we go now? on Tuesday December 30, 2025 @06:17AM (#46432094)
Chegg’s decline is a concrete example of how AI search is changing the web

There’s been a lot of debate about whether Google’s AI Overviews and tools like ChatGPT are actually harming publishers. One publicly traded company’s timeline is worth looking at: Chegg.

What happened (with sources):

2021: Chegg launched Uversity, a platform for educators to share academic content. (Wikipedia)

2023: ChatGPT emerged as a serious competitor in homework help. Chegg responded by launching CheggMate, its own AI product built on OpenAI’s models. (Wikipedia)

Late 2024: Chegg reported accelerating subscriber declines, widely attributed to users shifting to free AI tools instead of paid study platforms. (WSJ, company filings)

Feb 2025: Chegg sued Google, alleging that AI Overviews reduced traffic to Chegg by answering questions directly in search results, harming acquisition and revenue. (Search Engine Land, Reuters)

May 2025: Chegg laid off ~22% of its workforce (≈248 employees), citing competitive pressure from AI and changes in search behavior. (Reuters)

Oct 2025: Chegg announced another round of layoffs (~45%, ≈388 employees), explicitly referencing “the new realities of AI” and reduced traffic from Google to content publishers. (Reuters / SF Chronicle)

What the data suggests (more broadly):

Independent studies show that when Google AI Overviews appear, users are significantly less likely to click through to external sites.

“Zero-click” searches (where users get answers directly on the results page) have increased, especially for informational and educational queries.

The impact isn’t uniform — some publishers report minimal effects — but content that answers how-to, homework, or factual queries appears most exposed.

Why this matters:

Chegg isn’t a small blog or SEO-driven site. It’s a public company with audited financials, legal disclosures, and incentives not to exaggerate under scrutiny. Its filings and lawsuit don’t claim AI is “bad” — they claim that traffic flows are structurally changing.

This doesn’t prove AI search is “killing the web,” but it does show:

AI answers are substituting clicks, not just competing for them.

Entire business models built on informational content are under pressure.

“Build better content” may not be sufficient when answers are synthesized upstream.

Curious how others here see it:

Is this a temporary transition problem?

Or are we watching the unbundling of the open web’s traffic economy in real time?

Show HN: ADK-Studio – a visual builder for creating AI agent workflows with Rust

Hi HN,I’ve been working on ADK-Rust, an open-source framework for building and deploying AI agents in Rust.The motivation came from building agent systems where performance, safety, and predictable behavior mattered more than rapid prototyping. Most agent frameworks and workflow tools today are Python- or JS-first and tend to be runtime-heavy when taken to production.Recently, I added...

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Show HN: ADK-Rust: a Rust Implementation of Google Agent Dev Kit

https://adk-rust.com

Hey everyone!I'm excited to share ADK-Rust - a production-ready implementation of Google's Agent Development Kit in Rust.Why Rust? After working extensively with adk-python in developing an ai agent factory at zavora.ai, I wanted to bring the same powerful agent development patterns to the Rust ecosystem, targeting use cases where:Performance is critical - Rust's zero-cost abstractions and...

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Show HN: Startup Raising capital through Book Sales

Hi HN, My name is James Karanja, founder of Zavora Technologies, an AI Agent platform startup. I’ve been working on a unique way to validate my startup idea and raise funds simultaneously, and it’s surprisingly working: writing books!Facing financial challenges and nearing bankruptcy, I decided to document my ideas in a book and sell it on Amazon KDP. The first book, "The Complete LangGraph...

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People vs. AI" – A Must-Have Gift for Tech Leaders (Free for 2 Days)

Hey HN,If your boss or co-founder is into tech, AI Agents, or just loves a thought-provoking read, you’ve got to check out People vs AI on Amazon. It’s the ultimate Christmas gift – a deep dive into how AI is reshaping businesses, job roles, and decision-making.This book is perfect for anyone budgeting for AI Agents in 2025 or just curious about how AI will impact their industry. Whether...

( Read More... | 1 comment | 3 points | on HN )
Re:Thank You HN, No 1 Best Seller on Amazon on Thursday December 05, 2024 @10:48PM (#42336142)
Thank you!

Thank You HN, No 1 Best Seller on Amazon

After posting several times on HN and getting good feedback, I'm happy to announce that my book on programming AI Agents is No 1 new release under the Python->Programming category! Thank you so much for making an impossible dream happen. Grab your copy of "The Complete LangGraph Blueprint: Build 50+ AI Agents for Business Success"Grab the book: https://www.amazon.com/dp/B0DP69QV7K

( Read More... | 2 comments | on HN )