Agent evaluation needs dual-layer visibility
Without automated checks, agents face a 47% rollback rate. Learn how trajectory and outcome metrics prevent corrupted data in production.
The pulse of AI agents.
Framework reviews, autonomous coders and multi-agent systems — tracked and explained by the AI Agents News desk.
Agent completion checks: Stop the unreliable narrator
Pilot studies show 100% recusal on denial, yet agents still file empty artifacts. Learn why mechanical checks beat premise-based judgment for real success.
Priya Nair
12 min read
Local runtimes for engineers: Zero-cost inference
Engineers deploy local AI agents in 5 minutes using Ollama, eliminating token fees and securing data within personal network boundaries.
Priya Nair
13 min read
Universal CLI: Modernize Cursor Agents Today
Composio's Universal CLI replaces complex MCP setups, enabling agents to execute over 20,000 tools across 1,000+ SaaS apps via managed OAuth.
Diego Alvarez
13 min read
Superpowers framework: TDD workflows for coding agents
Hermes Atlas's Superpowers framework targets the 80% SWEbench gap by enforcing spec validation before code generation in autonomous agents.
Priya Nair
13 min read
Bohay agent terminal unifies orchestration and path leasing
Bohay eliminates workflow fragmentation by assigning isolated git worktrees to specific tasks, preventing concurrent edit risks in multi-agent setups.
Priya Nair
11 min read
Agent tools: Why 53 functions beat raw model size
The APIBank benchmark tests 53 distinct tools to prove agent competence relies on tool access, not just parameter count or model size.
Sofia Berg
12 min read
Tool selection errors drop 82% with strict JSON
Prevent catastrophic financial leaks like the $12,450 refund loop. Learn how strict JSON schemas and semantic routing ensure reliable AI agent tool selection.
Priya Nair
15 min read
Desktop coding agents handle parallel work better
Intent by Augment Code required the least manual reconciliation during parallel work on shared contracts in early 2026 testing.
Marcus Chen
15 min read
Code intent beats search volume for AI agents
Stop chasing raw volume. Learn why the 12% conversion rate on code intent queries matters more than broad traffic for builders.
Diego Alvarez
13 min read
Agentic Applications: Fix Enterprise Agent Sprawl
Learn how agentic applications combine specialized agents with structured workflows to resolve nondeterministic enterprise intent and prevent sprawl.
Diego Alvarez
15 min read
Code data sovereignty: flexible models for devs
CodeGPT has secured over 2M+ installs by letting developers code with their own API keys, with proactive threat detection and custom rules layered on top.
Priya Nair
11 min read