Blog

Insights on software engineering, cloud architecture, SRE, and building reliable systems.

• Who Does What When AI Is on the Team? Rethinking RACI for Human-AI Collaboration
  May 2026 · 10 min read AI & Engineering
  RACI was designed for humans. When multi-agent AI joins your workflow, adding an "AI" column isn't enough—it's a trap. Here's how to redesign accountability for a world where AI executes but humans must always own the outcome.
  RACI Human-AI Multi-Agent
• Layer 4: Human Oversight — Engineering the Judgment Layer
  April 2026 · 14 min read Architecture Series
  In autonomous systems, humans don't disappear—they move up. Learn how to design the judgment layer that governs automation and handles what systems cannot.
  SRE Judgment Architecture
• Layer 3: Immutable Infrastructure — Making Self-Healing Safe
  April 2026 · 12 min read Architecture Series
  Immutable infrastructure is the prerequisite for safe automated remediation. Learn how containers, IaC, and GitOps create systems that can heal themselves.
  Infrastructure Kubernetes GitOps
• Layer 2: SLOs as Control Loops — From Metrics to Governance
  April 2026 · 13 min read Architecture Series
  Transform SLOs from reporting metrics into active control signals. Learn how SLO violations drive automatic decisions about deployments, scaling, and resource allocation.
  SLO Reliability Error Budget
• Layer 1: Runbook Automation — From Documentation to Execution
  April 2026 · 11 min read Architecture Series
  Automate known failures with runbook automation. Learn how to design safe, reliable automated remediation that eliminates toil while maintaining human oversight.
  Automation SRE Runbooks
• Layer 0: Observability — The Foundation of Autonomous Operations
  April 2026 · 12 min read Architecture Series
  Observability is not monitoring. It's the architectural discipline that makes autonomous operations possible. Learn how to build observability with OpenTelemetry, Prometheus, ELK, and Grafana.
  Observability OpenTelemetry SRE Architecture
• The Path to Zero-Touch Operations: An Architecture, Not a Product
  March 2026 · 8 min read Engineering Philosophy
  Zero-touch operations isn't a tool you buy—it's an architectural destination requiring five interdependent layers. Most organizations attempt them in the wrong order.
  Zero-Touch Observability Reliability
• The 10% Engineer: Why AIOps Makes Site Reliability Talent More Critical, Not Less
  March 2026 · 7 min read Engineering Philosophy
  When AI handles 90% of operational events, the remaining 10% becomes exponentially more consequential—and so do the engineers responsible for it.
  SRE AIOps Reliability
• The End of the Traditional Software Engineer: The Rise of Human-AI Engineers
  February 2026 · 7 min read AI & Engineering
  The traditional software engineer role is disappearing. In its place: Human-AI Engineers who co-create with AI—directing, reviewing, and architecting alongside machine intelligence.
  Human-AI Future of Work Team Building
• From Factory Floors to AI Pipelines: What Software Can Learn from Manufacturing
  January 2026 · 6 min read AI & Engineering
  Manufacturing's industrialization took two centuries. Software's AI transformation is happening in years. The parallels—and the lessons—are worth paying attention to.
  AI Engineering Process Strategy
• First Principles Thinking in Software Engineering
  December 2025 · 7 min read Engineering Philosophy
  Most software decisions are made by analogy: "other companies do it this way." First principles thinking strips away assumptions and rebuilds from fundamental truths.
  Architecture Decision Making Best Practices