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Two techniques, two different problems, and why the question is not really "which one wins" The post RAG vs Fine-Tuning Explained: What They Actually Do and When to Use Each appeared first on Towards Data Science .

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Article URL: https://nochan.net/test.html Comments URL: https://news.ycombinator.com/item?id=48881442 Points: 1 # Comments: 0

Article URL: https://www.petrostechchronicles.com/blog/How_I_Ship_Production_Features_With_AI_Agents Comments URL: https://news.ycombinator.com/item?id=48881414 Points: 1 # Comments: 0

Article URL: https://old.reddit.com/r/whoathatsinteresting/comments/1ulwtq0/ai_integrated_into_my_brothers_custom_vibe_coded/ Comments URL: https://news.ycombinator.com/item?id=48881389 Points: 1 # Comments: 0

Article URL: https://github.com/thekiraproject/kira-project-site/blob/main/posts/2026-07-evidence-architecture.md Comments URL: https://news.ycombinator.com/item?id=48881368 Points: 1 # Comments: 0

A few years ago I made a pen plotter attachment for Prusa MK4 ( https://www.printables.com/model/827264-pen-plotter-attachme... ) and at the time I didn't have a good way to turn artwork into G-code for it, and I put the project on ice for a while. I recently wanted to dabble in line art again and made a small browser app to make it easier. As agentic AI tools of 2026 are quite addictive, it rather quickly grew into something quite a bit more - an integrated browser CAD/CAM for pen plotters that

<p>The Guardian’s global tech reporting team are investigating the impact of the vast datacentres being built to power the AI revolution. We spoke to them about how their beat has become increasingly offline</p><p>Journalists often use the term “shoe-leather reporting” to refer to the on-the-ground legwork that goes into covering certain stories. As the tech industry’s focus has shifted from screen-based realities to the physical world of colossal AI datacentres and social media harms, comfortab

Article URL: https://www.inc.com/bruce-crumley/ai-adoption-was-the-easy-part-now-comes-the-dollar-sign-shock/91372404 Comments URL: https://news.ycombinator.com/item?id=48881263 Points: 1 # Comments: 0

Article URL: https://www.ft.com/content/28380abc-72f9-4287-8d36-2823c73358ce Comments URL: https://news.ycombinator.com/item?id=48881204 Points: 3 # Comments: 0

Article URL: https://age-of-product.com/ai-working-agreement/ Comments URL: https://news.ycombinator.com/item?id=48881199 Points: 3 # Comments: 0

Article URL: https://thenewstack.io/microsoft-agent-framework-go/ Comments URL: https://news.ycombinator.com/item?id=48881161 Points: 3 # Comments: 0

<!-- SC_OFF --><div class="md"><p>Hey! I'm an ML Engineer at a startup building AI for construction cost estimation, and we're getting ready to publish some research.</p> <p>We've paid professional construction estimators to create item-level takeoffs from construction drawing sets, then had multiple rounds of review with construction specialists to make sure the annotations are as accurate as possible. The idea is to release the benchmark publicly so anyone can test their own models against it

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

<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