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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

Why Your AI Coding Agent Needs a Local Proxy

Local routers like Weave and 9Router cut API bills and bypass the context re-read tax.

Article · 3d ago0

Akrites Bets Open Source Security on Secrecy and Speed

A Linux Foundation coalition wants to patch the commons before AI-assisted attackers can, but the model trades transparency for a head start.

News · 3d ago1

Build a Multi-Agent Research Pipeline with CrewAI and Ollama

Assemble a three-agent CrewAI crew backed by a locally running Llama 3.1 model to autonomously produce structured, cited research reports — no OpenAI key required.

Tutorial · 3d ago0

The AI Auditing Wave and the End of Battle-Tested Code

As AI-driven vulnerability discovery systematically strips latent bugs from curl, developers must rethink their dependency patching strategies.

Article · 4d ago1

The End of the AI Subsidy Era

As platforms bleed billions and hardware costs soar, developers must transition from infinite token burning to strict architectural frugality.

Article · 6d ago3

Shattering the Scaling Law: Inside Moebius's 0.2B Inpainting Architecture

How a highly optimized task-specific specialist achieves 10B-level image inpainting performance at a fraction of the computational cost.

Article · 1w ago1

Analyze Images and PDFs with Google Gemini's Multimodal API in Python

Send a photo or a PDF to Gemini 1.5 Flash and get back clean, structured JSON — in under 50 lines of Python.

Tutorial · 1w ago0

Local-First AI is Ready: The Architecture of Zero-Egress Transcription

Why local speech models and system-level APIs are making cloud-dependent meeting bots obsolete for privacy-conscious developers.

Article · 1w ago2

Kilo Code Brings Open-Source Agentic Engineering to Your IDE

An extensible, multi-model AI coding agent that integrates seamlessly with VS Code, JetBrains, and the CLI.

Article · 1w ago2

Defend Your LLM App Against Prompt Injection and Jailbreaks

Build a practical two-layer defense—regex heuristics plus an ML classifier—and an output guardrail that blocks attacks before they reach your model or your users.

Tutorial · 1w ago0

Build an LLM-as-Judge Eval Pipeline in Python

Ship a repeatable scoring harness that sends model outputs to a GPT-4o judge and tracks accuracy, relevance, and safety scores across releases—so you catch regressions before users do.

Tutorial · 2w ago0

Build a Multi-Step Research Agent with LangGraph, Claude, and Tool Calling

Wire up a stateful, looping agent that searches the web, scrapes pages, and compiles a structured markdown report — all driven by Claude tool calls and a LangGraph state machine.

Tutorial · 2w ago0