2026 Prediction: Cost-Aware Application Development Becomes a Core Engineering Discipline
By 2026, cost-aware application development becomes a core engineering discipline as AI and usage-based pricing reshape software economics.
By 2026, cost-aware application development becomes a core engineering discipline as AI and usage-based pricing reshape software economics.
By 2026, security operations become AI-augmented workflows, using intelligent agents to triage alerts and accelerate response.
2026 Predictions: Security Operations Become an AI-Augmented Workflow Read More »
By 2026, software supply chain security shifts to continuous verification, replacing point-in-time scans with runtime intelligence.
2026 Predictions: Software Supply Chain Security Shifts to Continuous Verification Read More »
By 2026, application security shifts to AI-driven, behavior-based controls designed for API-first and agent-driven systems.
By 2026, platform engineering teams deliver security as a service, embedding secure defaults and centralized enforcement into developer platforms.
2026 Predictions: Platform Engineering Centralizes Security as a Service Read More »
By 2026, AI-driven security becomes standard practice, enforcing policies in real time and securing software delivery without slowing developers.
2026 Predictions: AI-Accelerated Secure Software Delivery Becomes Standard Practice Read More »
By 2026, service partners become the de facto operators of cloud-native, platform engineering, and AI-ready application stacks.
By 2026, observability becomes the control plane for AI operations, governing autonomous agents across reliability, security, and cost.
2026 Predictions: Observability Becomes the Control Plane for AI Operations Read More »
By 2026, real-time data access becomes mandatory for AI applications as batch pipelines fail to meet freshness and operational demands.
2026 Predictions: Real-Time Data Architectures Become Mandatory for AI Applications Read More »
By 2026, agent-first development moves from pilots to production, reshaping how enterprises build, govern, and operate applications.
2026 Predictions: Agent-First Development Becomes a Production Architecture Read More »