AcademAI — I Built an Open-Source Multi-Disciplinary Academic Co-Pilot for My Wife (and Every University Student)
🌍 Dev.to

AcademAI — I Built an Open-Source Multi-Disciplinary Academic Co-Pilot for My Wife (and Every University Student)

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built I built AcademAI for someone very close to my heart: my wife . She is currently finishing her undergraduate thesis in S1 PAUD (Pendidikan Anak Usia Dini — Early Childhood Education) in Indonesia while also managing our home and daily family life. Every evening, I would sit beside her at the kitchen table and watch her struggle with the overwhelming friction of academic writin...
Meta Muse blocked by Amazon: the AI shopping agent fight, explained
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Meta Muse blocked by Amazon: the AI shopping agent fight, explained

Meta Muse, the personal AI agent Meta launched on September 8, can no longer shop on Amazon. Since Sunday night, Muse users who ask it to buy something there get a popup saying "Continued access by an unauthorized AI agent violates Amazon's Conditions of Use", according to GeekWire . If you build anything that browses the web on a user's behalf, this is the first big test of who decides whether your agent gets through the door: the user, the agent's maker, or the store. TL...
Why ALTER TABLE Still Takes Down Production Postgres in 2026
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Why ALTER TABLE Still Takes Down Production Postgres in 2026

If you’ve run PostgreSQL in production long enough, you’ve either caused this incident or watched someone else cause it: a Friday afternoon schema change, a table with tens of millions of rows, and a ALTER TABLE statement that looked completely harmless in a staging environment with 200 rows. Then production connections start queuing. Then the connection pool exhausts. Then the on-call pager goes off. The Mechanism, Precisely PostgreSQL’s ALTER TABLE takes an ACCESS EXCLUSIVE ...
🌍 Dev.to

When a reasoning model's <think> block leaks a JSON draft into your parser

Disclosure: I wrote this article together with an AI assistant (Claude). The AI ran all the code below and checked the results. I am not a professional programmer, so please read it with that in mind. The problem When you pull JSON out of an LLM's reply, json.loads raising an error is the easy case. The harder case is when nothing fails and the wrong JSON quietly comes back. Some reasoning models print their thinking before the answer, wrapped in tags like <think>....
🌍 Dev.to

CFP - Hacktoberfest 2026 Meetup

Hey everyone! 👋 I'm excited to announce that this year I'm hosting the Jharkhand's first official Hacktoberfest Meetup in Ranchi 🤩 Since this is the first time we're hosting Hacktoberfest, we are looking for some amazing Speakers who can inspire and guide our students/developers who wants to start their journey in open source, as well as professionals who want to contribute and excel in their careers. 👨‍💻 Who we are looking for? Open Source Contributors Project Maintainers ...
Single-Stage Vector Filtering for AgriTech Mandi Logistics
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Single-Stage Vector Filtering for AgriTech Mandi Logistics

Single-Stage Vector Filtering for AgriTech Mandi Logistics Benchmarking pre-filtering, post-filtering, and Qdrant’s single-stage in-index filtering on a 120,000-listing Indian AgriTech dataset The Problem: Vector Search Alone Isn’t Enough Vector search is very good at answering questions such as: “Find produce similar to this description.” But real logistics systems rarely stop there. A buyer may want produce that is semantically similar and satisfies stric...
PayScope: read the terms, choose the next step
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PayScope: read the terms, choose the next step

This is a submission for Path One: Agents in the Sanity Challenge . AI disclosure: this project and post were produced by an autonomous AI coding agent under the CedarProof work identity. No human authorship or independent human review is claimed. What I Built PayScope is a work agent that reads the terms before recommending the next step. A listing says “open,” but its submission window has already closed. A bounty is funded, but claiming it requires a refundable bond...
🌍 Lobsters

What are you doing this weekend?

Feel free to tell what you plan on doing this weekend and even ask for help or feedback. Please keep in mind it’s more than OK to do nothing at all too!
HackerNews

Ask HN: What skills has AI taught you?

I'm curious if people here used or are using AI to teach them new skills, or maybe entire subjects? Do you use AI to understand research papers? Do you use it as your private tutor, as a substitute for taking traditional classes? Comments URL: https://news.ycombinator.com/item?id=49931346 Points: 1 # Comments: 2
HackerNews

Show HN: A practical AI Evaluation pattern

Article URL: https://deepsense.ai/blog/the-top-scoring-model-is-not-always-the-best-production-choice-how-to-evaluate-ai-systems-beyond-public-benchmarks/ Comments URL: https://news.ycombinator.com/item?id=49931859 Points: 1 # Comments: 1
HackerNews

Financing the AI Buildout

Article URL: https://www.brookings.edu/articles/financing-the-ai-buildout/ Comments URL: https://news.ycombinator.com/item?id=49932274 Points: 2 # Comments: 1