Topic

#Ai Agents

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

Google's design.md: A Spec to Stop Agents Writing Ugly UI

The new markdown-plus-YAML specification gives AI coding agents a structured, lintable blueprint for your project's visual identity.

Rachel Goldstein

Agentic Security: Standardizing Cyber Workflows for AI Developers

Structured, framework-mapped skill trees are turning terminal-based AI agents into compliant, deterministic security copilots.

Article · 1w ago0

Orchestrating Chaos: Dynamic Multi-Agent Workflows in Claude Code

Anthropic's new dynamic harnesses combat agentic laziness and goal drift by letting Claude write its own orchestration scripts on the fly.

Article · 1w ago0

Beyond the Demo: Engineering Reliable, Production-Grade AI Agents

Stop relying on fragile agent frameworks. Build resilient agentic systems using deterministic workflows, state preservation, and robust harness engineering.

Article · 1w ago0

Beyond Refusal: The Rise of Agentic AI Penetration Testing

Post-trained security models bypass standard safety refusals to safely execute and verify exploits directly within developer workflows.

Article · 1w ago0

The Agentic Sysadmin: Analyzing Cloudflare’s Temporary Accounts for AI

Cloudflare’s new ephemeral accounts let AI agents deploy code instantly, but autonomous infrastructure introduces major financial and state risks.

Article · 1w ago5

Why Agentic Code Audits Are Redefining AppSec for Lean Teams

Aikido's new Code Audit uses reasoning models to bridge the gap between pattern-matching SAST and expensive manual pentests.

Article · 1w ago0

The Context Trap: Why Headroom’s Local Compression Layer is Essential for AI Agents

Infinite context windows are a costly illusion; local, content-aware compression is the missing optimization layer for production AI.

Article · 1w ago2

The High Cost of Free Code: Why AI Demands Extreme Engineering Discipline

As AI agents generate code at ten times human speed, the old "ship fast, clean up later" playbook collapses under compounding technical debt.

Article · 1w ago2

The GitHub Clone Farm That Beat VirusTotal

A 10,000-repo Trojan campaign weaponizes GitHub's trust signals, search ranking and commit history — and the next mark is your AI agent.

Article · 1w ago2

TesterArmy Uses AI Agents to Automate End-to-End Testing

The YC-backed platform runs plain-English test descriptions on web and mobile apps without requiring test code or selectors.

Article · 1w ago5

Mapping Codebases to Knowledge Graphs for AI Coding Agents

Graphify turns complex repositories into structured, queryable knowledge graphs to give AI assistants instant architectural context.

Article · 2w ago0

The Agentic Shift in Formal Verification

How LLM-driven code generation is turning formal methods from an academic luxury into a practical necessity.

Article · 2w ago0

The Myth of the Million-Token Context Window

Why stuffing your LLM prompt with massive context degrades performance, and how to architect around the 'dumb zone.'

Article · 2w ago2

When Agents Play Wargames: LLM Escalation and Deception

A simulation of frontier models reveals how easily autonomous agents resort to deception, brinksmanship, and escalation under pressure.

Article · 2w ago0

LLMs vs. Classical HPO: Where AI Agents Fall Short — and How a Hybrid Wins

A benchmark study pitting LLM agents against CMA-ES and TPE on hyperparameter tuning finds classical methods still lead — but a hybrid approach called Centaur closes the gap with a surprisingly small model.

Article · 2w ago0