Framework reviews, autonomous coders and multi-agent systems — tracked and explained by the AI Agents News desk.
AI coding agents now handle 1.05M token contexts, enabling full-repo refactors without retrieval augmentation or constant human intervention.
Priya Nair
14 min read
Discover why 211 million lines of code fail silently when async loops ignore await, forcing engineers to master the soul badge of agentic debugging.
Priya Nair
10 min read
Configured AI agents drive a 2-3x value increase by stripping verbose output. Learn how specialized personas reduce token costs in complex development.
Sofia Berg
13 min read
Eleven frameworks now define the production environment for building autonomous systems. Compare Vellum, Mastra and LangChain before you wire the plumbing.
Priya Nair
12 min read
Learn to build agents that manage context across multiple turns using specific memory compression strategies and token monitoring.
Diego Alvarez
13 min read
Analysis of 18 production deployments shows LangGraph excels at managing complex stateful workflows where linear chains fail.
Sofia Berg
15 min read
Simon Willison's llm-coding-agent 0.1a0 enables local file edits via explicit tool calls, contrasting with the 83.4% TerminalBench scores seen elsewhere.
Priya Nair
12 min read
Augment Code claims 70.6% accuracy, but real utility depends on execution models. Compare IDE extensions, CLI tools, and cloud security postures here.
Marcus Chen
13 min read
Vix leads Terminal Bench 2.0 with a 90.0% score, while the AI Lab CLI tool scores 58.0%. See how 48 agents compare on real metrics.
Marcus Chen
11 min read
Learn 21 design patterns to fix AI coding agents. While Codex CLI hits 83.4% on benchmarks, internal discipline prevents broken systems.
Priya Nair
16 min read
On July 2, 2026, a $0-budget repository proved AI agents can earn money autonomously. Deterministic scoring and x402 payments let it fund its own compute.
Marcus Chen
12 min read
Late 2025 data shows action-enabling tools are now the majority use case. Learn how specialized tool categories prevent context window overload.
Diego Alvarez
12 min read