Trend Watch

The Production Gap

Claude Code Non-Developers: What Anthropic's Own Usage Data Reveals About Who's Actually Using Claude Cowork

Claude Code non-developers, meet Cowork. Discover how non-technical teams use Claude for research, drafting, and workflows—no coding required.

The Production Gap

Agentic AI in Telecom Networks: How Carriers Are Running Autonomous Operations at Scale in 2026

Agentic AI telecom networks are live in 2026. See how carriers automate 5G slicing, fault remediation, and a $60B opportunity—plus the governance risks ahead.

The Production Gap

Reasoning Model Inference Cost: How to Budget Test-Time Compute Before It Breaks Your Agent Deployment

Reasoning model inference cost is silently draining budgets. Learn to cap thinking tokens, tier models, and monitor agent deployments before costs spiral.

The Production Gap

AI Agent Liability Insurance: What the Emerging Risk-Transfer Market Signals About Enterprise Agent Deployment

AI agent liability insurance is real—learn how new coverage gaps, underwriting standards, and enterprise AI risk are reshaping autonomous agent deployment.

The Production Gap

AI Agent Incident Reporting Under the SAFE Framework: What Enterprises Must Do Now

AI agent incident reporting under SAFE means a 4-day window, frozen logs, and shared disclosure. Learn what your enterprise must do to stay compliant now.

The Production Gap

Eval Overfitting in AI Agents: How the Fix-and-Retest Trap Kills Reliability

Eval overfitting agents explained: learn why fix-and-retest inflates benchmark scores and how holdout sets restore honest agent reliability signals.

The Production Gap

AI Agent Governance Framework: How to Define Decision Rights Before You Scale Agent Autonomy

AI agent governance framework explained: classify actions by risk, define decision rights, and scale agent autonomy safely before regulators ask who authorized what.

The Production Gap

Ambient Agents Product Design: A Roadmap Framework for Always-On, Proactive AI

Ambient agents product design demands new PM artifacts. Get a practical framework for proactive AI rollout, signal maps, and trust-calibrated roadmaps.

The Production Gap

AI Agent Integration Challenges: Why Connecting Agents to Production Systems Is the #1 Enterprise Deployment Blocker

AI agent integration challenges kill enterprise deployments. Learn why legacy systems, auth gaps, and APIs block production rollouts—and how to fix them.

The Production Gap

AI Agent Workforce Planning: How to Build a Product Roadmap When Agents Are a Labor Category

AI agent workforce planning done right: treat agents as headcount, not software. Build roadmaps with real capacity, cost structures, and task ownership.

The Production Gap

AI Agent Identity Verification: Why Enterprises Need a Know Your Agent (KYA) Framework

AI agent identity verification is now a compliance must. Learn how a Know Your Agent framework protects enterprises before EU AI Act deadlines hit.

The Production Gap

MCP Spec Update 2026-07-28: Breaking Changes, Stateless Transport, and How to Migrate

MCP spec update 2026 is live and breaking. Learn what changed, how stateless transport works, and how to migrate your server without downtime.