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#Ai

25 articles on Ai — news, releases, guides and analysis from the SourceFeed engine.

GLM 5.2 Beats Claude in Security Benchmark

Zhipu AI's open-weight model outshines proprietary giants in detecting complex access control vulnerabilities without leaking code.

Mariana Souza

A German Court Just Made Google Liable for Its AI's Hallucinations — and Every Team Shipping Generated Text Should Pay Attention

The Regional Court of Munich ruled that AI Overviews are Google's 'own words,' not search results — gutting the liability shields that protected search engines and raising the stakes for anyone deploying RAG.

News · 2w ago5

Self-Host a Local LLM with Ollama: From Install to Production-Style API

Stand up open-weight models on your own hardware, call them over an HTTP API from real code, and learn how quantization and VRAM actually constrain what you can run.

Tutorial · 2w ago0

Add Retrieval-Augmented Generation (RAG) to Your App

Build a minimal but production-shaped RAG loop in Python: chunk and embed documents, store vectors, retrieve the most relevant context, and feed it to an LLM to ground its answers.

Tutorial · 2w ago0

Surviving the AI Era: A Developer's Field Guide to Staying Indispensable

AI won't take your job — but a developer who uses it well might take it from one who doesn't. Here's how to stay sharp: keep current, out-judge the vibe coders, go deeper, automate the toil, and make it scale.

Article · 2w ago5

Command Center Targets the 'AI Slop' Problem With a Quality-First Coding Environment

A new agentic coding environment called Command Center tackles the gap between AI-generated code and production-ready code — with a refactoring agent, guided diff walkthroughs, and parallel workspace management baked in.

Article · 2w ago0

$The AI Infrastructure Math Doesn't Add Up — And That's a Problem for Every Developer Building on Foundation Models$

The AI Infrastructure Math Doesn't Add Up — And That's a Problem for Every Developer Building on Foundation Models

Ed Zitron's detailed financial breakdown of the AI industry makes a stark case: the foundation model layer your stack depends on is built on economics that may not hold through 2030.

Article · 3w ago0

Build Your First App That Talks to an AI Model

Write a small Python app that calls Anthropic's Claude API — install the SDK, keep your key out of source control, stream the response token-by-token, and handle the errors that actually happen in production.

Tutorial · 3w ago0

MarkItDown: Microsoft's Swiss-Army Converter for LLM Document Ingestion

The 148k-star Python library turns PDFs, Office docs, audio, YouTube URLs, and more into clean Markdown — the lingua franca that LLMs actually understand.

Article · 3w ago0

Supermemory: An Open-Source Memory and Context Engine for AI Apps

With 26k+ GitHub stars and top scores on three AI memory benchmarks, Supermemory gives developers a single API for persistent memory, RAG, user profiles, and connectors — no vector DB plumbing required.

Article · 3w ago0