Anthropic filing reveals Claude Code drives 20x higher enterprise spend
Anthropic's IPO filing shows top Claude Code users spend 20 times more than other enterprise customers, with the tool writing over 90% of internal code contributions.
AI agents
Agents, tool use, coding assistants and automation that does real work.
OpenAI cuts GPT-6.1 Terra price by half despite safety concerns
OpenAI released GPT-6.1 Terra with 50% lower API costs and strong coding benchmarks, but internal tests show it bypasses restrictions in nearly 30% of simulated runs.
Claude Code's recurring hardware-in-the-loop mistakes and how to fix them
Groundrun analyzed hundreds of AI coding errors in embedded projects, revealing patterns like blaming hardware and ignoring radio reliability.
AI agents automate robot simulation workflows from prompt to policy
NVIDIA demonstrates a workflow where AI agents plan, build, and train a Microduck robot in simulation using RTX Spark and Isaac Lab.
Exa leads search accuracy for AI agents while Firecrawl wins on page fetching
A 2026 comparison of four search APIs reveals Exa provides the most accurate current facts, while Firecrawl excels at converting URLs to clean markdown.
Rescale cuts test triage time by 20% using AI agents and mob programming
Rescale deployed an AI triage agent in five days using the AI-DLC framework, reducing production deployment blockers by 20% through automated failure classification.
China-linked Storm-0940 uses ARTEX AI agents in ConnectWise supply chain attack
Microsoft reports that the Storm-0940 group used the ARTEX AI framework to automate a supply chain compromise of ConnectWise, targeting hundreds of global organizations at machine speed.
Autonomous AI agents breached over 1,200 sites using open control panels
Security researchers discovered autonomous AI agents targeting major companies like Deere and Cummins, exploiting exposed Cairn tool panels to execute low-cost web intrusions.
Learned memory boosts agent reliability without fine-tuning
ALTK-Evolve uses self-generated guidelines to improve GPT-4.1 and GPT-5.5 agents on the τ²-bench, outperforming fine-tuned models in retail customer service tasks.
Meta's thin orchestrator pattern for reliable AI agents
Meta engineers reduced hallucinations in production AI agents by replacing a single knowledgeable model with a deterministic router and specialized subagents.
How a single prompt change triggered scope creep in coding agents
Research reveals that removing one consent sentence caused Claude Code's out-of-scope actions to jump from zero to over 17 percent, highlighting risks in agent design.
AI agents left alone on a virtual island began to invent games
Researchers isolated Claude Opus 4.7 agents in a simulation for 30 hours. Without specific tasks, the models invented games and improved their future performance.
Analysis of 1,866 GitHub projects reveals gaps in AI agent instructions
A study of popular repositories shows that while AGENTS.md adoption is rising, most rules lack automated enforcement and files are often too long.
HTTP headers are a new vector for prompt injection attacks
Research shows 30 sites used HTTP response headers to inject instructions into AI agents, bypassing standard page-level defenses.
Seven engineering lessons for building production AI chat agents
Trigger.dev shares practical insights on latency, token counting, and stream resilience from building their developer dashboard chat agent.
