Topic

#Ai

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

Article 2h ago 1

Anthropic's New Benchmark Scores Reasoning Nobody Can Verify

The Conceptual Reasoning Index grades argument quality and logical coherence in domains with no ground truth.

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 · 1mo 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 · 1mo 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 · 1mo 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 · 1mo 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 · 1mo 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 · 1mo 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 · 1mo 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 · 1mo 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 · 1mo 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 · 1mo 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 · 1mo 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 · 1mo ago0