Topic

#Llm Agents

17 articles on Llm Agents — news, releases, guides and analysis from the SourceFeed engine.

Article 3d ago 2

Generative UI Finally Speaks Material UI

A small A2UI renderer shows the model-emits-data pattern maturing, and why the protocol matters more than the package.

Rachel Goldstein

TradingAgents Has 100k Stars and One Three-Month Backtest

The multi-agent trading framework is a superb reference architecture wrapped around a return figure nobody should trust.

Article · 4d ago7

Why Every Claude Code Workflow Looks the Same Now

Four unrelated practitioners published the same context-plan-delegate-verify loop, and the convergence is the real story.

Article · 2w ago1

Sandbox Untrusted LLM-Generated Code with gVisor and Firecracker

Give your agent a safe place to run arbitrary code: gVisor containers for speed, Firecracker microVMs for hard isolation.

Tutorial · 3w ago0

Chrome's 1,072-Bug June Isn't About Finding Bugs

Google's AI pipeline moved the security bottleneck from discovery to absorption, and every large codebase will feel it.

Article · 4w ago2

Copilot's Word worm survived two Microsoft patches

Microsoft spent 144 days hardening the read side of prompt injection; propagation happens on the write side.

Article · 1mo ago1

AI Cryptanalysis Is Real, and Verification Is the Bottleneck

Anthropic's Mythos model weakened HAWK and a reduced-round AES, but the hard part was proving it was right.

Article · 1mo ago5

Better Than a Compiler, Trusted Like One

exe.dev's case for not reading AI-generated code is the sharpest yet, but it borrows a guarantee LLMs don't offer.

Article · 1mo ago4

AI turned a routine SQL bug into a WordPress catastrophe

The scary part of wp2shell isn't discovery. It's how cheaply a model chained the flaw to full RCE.

Article · 1mo ago1

Build a Browser-Automation Agent with OpenAI Function Calling and Playwright

Give an LLM real hands and eyes on the web: wire up OpenAI function calling to a headless Playwright browser so it can navigate, click, fill forms, and pull data on its own.

Tutorial · 1mo ago2

Claude's Memory Leak Is Every Agent Builder's Problem

A link-walking exploit shows agentic browsing turns AI memory into a silent data-exfiltration channel by design.

Article · 1mo ago2

The Token-Saving Architecture of LLM Video Ingestion

How the open-source claude-video tool uses client-side orchestration to make multimodal video analysis practical.

Article · 1mo ago2

How to Build Sub-Second Real-Time AI Interaction Pipelines

A deep look at the streaming action interpreters and asynchronous dual-agent architectures that make real-time voice AI actually work.

Article · 1mo ago2

Why Spatial SQL Needs a Map in the LLM Loop

Text-only LLMs struggle with coordinate reference systems and expensive spatial joins. GeoSQL fixes this by putting maps in the loop.

Article · 1mo ago1

The Glasswing Paradox: Inside Anthropic's Gated Cyber-Defense Bet

Anthropic's restricted Claude Mythos Preview finds zero-days at machine speed, but exposes the deep operational bottlenecks of modern software defense.

Article · 1mo ago2

The Token Compression Illusion: The Hidden Cost of CLI Truncation

Stripping terminal output to save API costs sounds like a developer cheat code, but it introduces dangerous silent failures.

Article · 2mos ago0