AI Boosts Research Careers but Flattens Scientific Discovery
Article URL: https://spectrum.ieee.org/ai-science-research-flattens-discovery Comments URL: https://news.ycombinator.com/item?id=48881043 Points: 11 # Comments: 3
Article URL: https://spectrum.ieee.org/ai-science-research-flattens-discovery Comments URL: https://news.ycombinator.com/item?id=48881043 Points: 11 # Comments: 3
Article URL: https://mailkite.dev/blog/amazon-ses-for-ai-agents/ Comments URL: https://news.ycombinator.com/item?id=48880960 Points: 3 # Comments: 0
<pre style='white-space:pre-wrap;width:81ex'>fix(test): bound agents-core full-suite processes (#105382)</pre>
<pre style='white-space:pre-wrap;width:81ex'>fix(sqlite): preserve complete database file sets during recovery (#105370) * fix(sqlite): harden agent database recovery * chore(sqlite): allow recovery maintenance primitive</pre>
<pre style='white-space:pre-wrap;width:81ex'>fix(ci): retain failed Telegram QA evidence (#105367) * fix(ci): retain failed Telegram QA evidence * docs(agents): clarify gh jq boundary * docs(agents): require full checkout SHAs * docs(agents): quote zsh Git object refs</pre>
Article URL: https://gizmodo.com/the-public-got-so-mad-at-metas-new-ai-photo-tool-that-its-scrapped-already-2000784400 Comments URL: https://news.ycombinator.com/item?id=48880908 Points: 2 # Comments: 1
<p>I support features across multiple repos. Backend, contract, frontend — three repos, one feature. Monorepo? Too expensive. Too much migration. I had to make polyrepo work with an agent. This is the path I took to get there — it ended in a small open-source tool called <a href="https://github.com/orbcli/orbit" rel="noopener noreferrer">Orbit</a>, but the tool is the last step, not the point.</p> <h2> Attempt 1: copy-paste </h2> <p>One repo, one session — that's the agent default. So I copy the
Run 100+ agents in parallel The post How to Orchestrate 100+ Agents With Claude Code appeared first on Towards Data Science .
<p>I built a voice assistant that controls 45 AI tools. I say "Hey Jarvis" and it executes.</p> <h2> What It Does </h2> <div class="table-wrapper-paragraph"><table> <thead> <tr> <th>Command</th> <th>Action</th> </tr> </thead> <tbody> <tr> <td>"generate content"</td> <td>Creates YouTube scripts for 9 channels</td> </tr> <tr> <td>"research quantum computing"</td> <td>Deep research via Tavily + AI</td> </tr> <tr> <td>"write email about meeting"</td> <td>Drafts email, copies to clipboard</td> </tr>
Article URL: https://www.channelnewsasia.com/business/indias-tata-consultancy-services-plans-up-8900-ai-deployment-engineers-seeks-ai-acquisitions-6249086 Comments URL: https://news.ycombinator.com/item?id=48880764 Points: 2 # Comments: 1
<pre style='white-space:pre-wrap;width:81ex'>fix(ui): serialize agent file tab selection (#105366)</pre>
<pre style='white-space:pre-wrap;width:81ex'>fix(release): keep source-ref packaging self-contained (#105360) * fix(release): make ref packaging harness self-contained * docs(agents): preserve cwd after PR merge * test(release): track package harness temp dirs * style(test): format package harness imports</pre>
<p>hi, i am Aniruddha Adak, a full-stack developer from kolkata who spends way too much time building things with ai tools, shipping apps, and reading way too many github readmes at 2 am.</p> <p>i built 27 apps in 45 days using no-code and ai tools last year. that experience taught me one thing very clearly: the landscape of ai tooling for developers is moving insanely fast, and it is genuinely hard to keep up.</p> <p>so i sat down and did something about it.</p> <p>this is my deep research post
<p>AWS released an official Agent Toolkit that plugs Claude Code, Codex, and Cursor directly into your AWS account through a single MCP server. Instead of wiring up IAM roles and endpoints by hand, you install one plugin and the agent can search AWS docs, run sandboxed Python, and follow curated cloud skills with full CloudTrail audit logging.</p> <h2> What the AWS Agent Toolkit Actually Is </h2> <p>The Agent Toolkit for AWS is an open-source project (published on GitHub at <code>aws/agent-toolk
Article URL: https://slimeballbench.com/ Comments URL: https://news.ycombinator.com/item?id=48880686 Points: 1 # Comments: 0
<table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1uue8cc/zer0fit_i_took_googles_new_tabfm_timesfm_ml/"> <img src="https://preview.redd.it/cy6kekuamsch1.jpg?width=140&height=70&auto=webp&s=73676a2130325bec57d5a5677698a48d658477e2" alt="Zer0Fit: I took Google's new TabFM & TimesFM ML foundation models and made them available as an MCP server for zero-shot ML tasks (forecasts / classifications / regressions). 100% local. [P]" title="Zer0Fit: I took Google's new TabFM & Ti
![Zer0Fit: I took Google's new TabFM & TimesFM ML foundation models and made them available as an MCP server for zero-shot ML tasks (forecasts / classifications / regressions). 100% local. [P]](https://preview.redd.it/cy6kekuamsch1.jpg?width=140&height=70&auto=webp&s=73676a2130325bec57d5a5677698a48d658477e2)
<p>Are you paying for AI APIs? Stop. Here are 5 tools that run on your laptop for free.</p> <h2> 1. Ollama </h2> <p>Run any LLM locally:<br> </p> <div class="highlight js-code-highlight"> <pre class="highlight shell"><code>brew <span class="nb">install </span>ollama ollama pull llama3.2 </code></pre> </div> <p>Now you have GPT-level AI on your machine. No API key needed.</p> <h2> 2. ChromaDB </h2> <p>Free vector database. Store embeddings locally:<br> </p> <div class="highlight js-code-highlight
<pre style='white-space:pre-wrap;width:81ex'>fix(ui): preserve agent file edits during save (#105359) * fix(ui): preserve agent file edits during save * chore: defer agent file note to release</pre>
<p><em>This is a submission for <a href="https://dev.to/challenges/weekend-2026-07-09">Weekend Challenge: Passion Edition</a></em></p> <h2> What I Built </h2> <p>Every developer has a graveyard of side projects — started with fire, abandoned quietly on a Tuesday. They deserved better than an empty GitHub repo gathering digital dust.</p> <p><strong>DevGraveyard</strong> is a gothic memorial platform where developers give their abandoned passion projects a proper burial. Connect your GitHub, pick
<p>Most things that ship under "browser MCP" are the same thing wearing different names: an autonomous agent with a do-anything tool, pointed at your browser, told to figure it out. The pitch is capability. The unspoken cost is that a runtime which can do anything can be steered into doing anything.</p> <p>We just published the opposite, and we published it in the open.</p> <p><a href="https://github.com/e2llm/e2llm-sifr" rel="noopener noreferrer"><strong>github.com/e2llm/e2llm-sifr</strong></a>
Article URL: https://thenewstack.io/ai-production-data-problem/ Comments URL: https://news.ycombinator.com/item?id=48880578 Points: 1 # Comments: 0
<pre style='white-space:pre-wrap;width:81ex'>fix(ci): keep LTS Telegram QA model compatible (#105348) * fix(ci): keep LTS Telegram QA model compatible * fix(ci): probe Telegram QA model contract * style(ci): format Telegram QA contract test * docs(agents): note review checkout order * docs(agents): clarify rg option order</pre>
<pre style='white-space:pre-wrap;width:81ex'>docs(plugin-sdk): correct beta compatibility contract (#105341) * docs(plugin-sdk): correct beta compatibility contract Co-authored-by: Vincent Koc <vincentkoc@ieee.org> * docs(agents): note scripts pr usage --------- Co-authored-by: Vincent Koc <vincentkoc@ieee.org></pre>
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This is The Stepback, a weekly newsletter breaking down one essential story from the tech world. For more on the data center buildout, follow Emma Roth. The Stepback arrives in our subscribers' inboxes on Sunday at 8AM ET. Opt in for The Stepback here. How it started Years before the AI boom threatened local power […]

S&P Global has downgraded Oracle's credit rating to "BBB-," one notch above junk status. OpenAI accounts for roughly half of Oracle's $638 billion in contractual obligations. If OpenAI walked away, Oracle would be stuck with massive data center capacity it couldn't fill. The article S&P Global sees OpenAI as a "key credit risk" for Oracle and cuts its credit rating appeared first on The Decoder .
Article URL: https://www.foxnews.com/media/ai-backlash-reaches-major-university-bold-ban-laptops-phones-students Comments URL: https://news.ycombinator.com/item?id=48880247 Points: 3 # Comments: 0
Meta pulled a controversial feature from its new Muse Image model after widespread criticism. The feature let users generate AI images of other people by @-mentioning their public Instagram accounts. No consent needed, just a username. Meta admits "this feature missed the mark" and shut it down days after announcing it. The article Meta kills Muse Image feature that let anyone generate AI photos of Instagram users without consent appeared first on The Decoder .
Article URL: https://github.com/MerlijnW70/mnema Comments URL: https://news.ycombinator.com/item?id=48880167 Points: 1 # Comments: 0
Send the pool guy packing. Let one of these robotic buddies maintain your water quality instead.

Article URL: https://www.drwongai.com Comments URL: https://news.ycombinator.com/item?id=48880152 Points: 1 # Comments: 0
The RAMpocalypse may be the precursor to the AIpocalypse
Article URL: https://github.com/AxioRank/gateway/tree/main Comments URL: https://news.ycombinator.com/item?id=48880034 Points: 1 # Comments: 0
Dashboards are one of the best ways to test the real product-design capabilities of Claude Code. Continue reading on UX Planet »

Hi HN, We are building Sanbox, a platform for running AI agents in isolated and resumable sandboxes. We use the OpenCode SDK as the harness, support reusable templates, and have a CLI that works with Codex, Claude Code, Cursor, CI, or your terminal. Each sandbox has MicroVM isolation, a persistent filesystem, and live trail of run events. Can also self-host if required for security/compliance. It's on the roadmap to add network ACL, secrets managements, LLM cost tracking & observability. We are
Article URL: https://www.spendict.com/ Comments URL: https://news.ycombinator.com/item?id=48879848 Points: 2 # Comments: 0
Botball addresses STEM education with autonomous robotics, real coding, and a level playing field driven entirely by students. The post STEM education in the classroom, introducing BotBall appeared first on The Robot Report .

<p>Software engineering was one of the best-paying professions in the US in 2022, but the advent of AI has disrupted it, leading to several layoffs and underemployment</p><p>Every weekday, Matt, a software engineer, looks forward to his four-hour train commute to Pawling, New York. It’s time he uses to work on his own project: a browser-based video game for which he writes every line of code himself.</p><p>“I am actively trying to keep my axe sharp,” said Matt, who did not want to use his actual

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