The Silent Failure Problem: When AI Agents Confidently Do Nothing Useful
An agent that crashes is easy to catch. An agent that finishes its run, reports success, and quietly produces garbage is the expensive one.
J. Okafor · May 26, 2026 · 14 min
#task success rate
6 articles tagged "task success rate".
Why Every GaaS Company Needs a "Reliability Number" on Its Homepage
Most Agentic AI-as-a-Service homepages lead with capability claims, "autonomous," "10x faster," "human-level." Almost none of them publish
T. Brennan · May 7, 2026 · 15 min
Eval Benchmarks for Long-Horizon Agentic Tasks: What Actually Measures Whether Your Agent Holds Up
Long-horizon agentic tasks, the ones that span dozens or hundreds of steps, multiple tool calls, and stretches of autonomous work, break the b
E. Marchetti · Mar 27, 2026 · 13 min
Building an Eval Suite for an Autonomous Agent (Without Fooling Yourself)
An eval suite is the only thing standing between a demo that wows a buyer and an agent that quietly burns money in production. The hard part
L. Karlsson · Mar 5, 2026 · 13 min
Task Success Rate: How Leading Vendors Actually Measure It
Task success rate sounds like one number. It isn't. When a GaaS vendor tells you their agent "succeeds 92% of the time," they've made a doze
T. Brennan · Feb 10, 2026 · 12 min
Why "99% Accurate" Is Meaningless for AI Agents (And What to Measure Instead)
A vendor telling you their agent is "99% accurate" is selling you a number that hides the only thing you care about: whether the whole job g
A. Reyes · Feb 8, 2026 · 13 min