Tagged articles

production evaluation

2 articles · Page 1 of 1
Smart Era Software Development
Smart Era Software Development
Oct 11, 2026 · Artificial Intelligence

From AI Coding to AI Working: The 5 Capability Gaps Blocking Agent Deployment

AI coding tools have plateaued, pushing the industry toward AI Working where agents execute full business tasks; the article outlines five critical capability gaps—multi-agent architecture, context and memory engineering, production evaluation, security governance, and business process redesign—and maps them to practitioner-focused conference tracks.

AI AgentsAI governanceContext Engineering
0 likes · 16 min read
From AI Coding to AI Working: The 5 Capability Gaps Blocking Agent Deployment
Machine Heart
Machine Heart
May 24, 2026 · Artificial Intelligence

From High‑Scoring Agent to Reliable Employee: What Gaps Remain in Production?

The article examines how AI agent benchmarks, once focused on single‑answer quality, now emphasize task completion, tool use, and state maintenance, yet still miss critical production concerns such as pre‑deployment evaluation, runtime observability, safety, cost efficiency, and organizational metrics, as highlighted by reports from Galileo, Datadog, and Harness.io.

AI AgentsBenchmarkingEnterprise AI
0 likes · 8 min read
From High‑Scoring Agent to Reliable Employee: What Gaps Remain in Production?