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Hidden Dependencies: Production Backfires and Architectural Lessons
How hidden dependencies in systems lead to unexpected production issues, and the architectural lessons we need to take away to reduce those risks…
Career
217 posts
Career development, work life, leadership and professional growth experiences.
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From Pager Burnout to System Resilience: An SRE Transformation Story
Discover the journey from the engineer's nightmare of Pager Burnout to amplified system resilience and sustainability through SRE principles.
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Access Review and Privileged-Access Cadence in Operational Leadership
Moving privileged access past the 'who has it?' question into a working governance discipline built on JIT, break-glass, audit, and revocation.
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Post-Change Verification Cadence: Smoke, SLO, and Rollback
Assuming the release is done is how you summon an incident. A practical framework for turning post-change verification into a cadence: fast smoke checks…
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Major Incident Management: Incident Commander and Runbook Practices
In big outages the largest risk isn't technical, it's coordination. How I drive MTTR down with the IC role, a steady comms cadence, and a practical runbook…
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Incident Walkthrough and Operational Signals in a Platform Interview
An incident walkthrough framework and scoring rubric for measuring a candidate's real production reflex in SRE/Platform/Infra interviews.
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Service Ownership (RACI) for On-call and Change Clarity
Cut incident duration caused by ownership ambiguity using a RACI-based service catalog: speed up on-call, change, and access decisions.
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Mapping Risk with Pre-mortems Before a Change
Living through the failure in your head before going to production: pre-mortem cadence, a template, decision points, and operational leadership in practice.
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Balancing Operational Confidence and Speed with DORA Metrics
Keeping production confidence while increasing deployment speed: a practical management cadence and team rhythm that combines DORA metrics with SRE signals.
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Operational Readiness Review (ORR) Before Go-Live
Turning go-live from 'ship and pray' into something with clear risk, ownership, and rollback reflex: a practical ORR gate and checklist.
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Managing Operational Debt with a Toil Budget
A toil budget approach for sustainable operations: measuring repetitive manual work, making it visible, and protecting time for improvement.
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An Exit Plan for Vendor Lock-in: Technical + Operational Contract
A practical framework that treats vendor lock-in not as 'fear' but a manageable risk, tying the exit plan into technical design and operational processes.
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A Lightweight RFC Process for Architecture Decisions
How to keep architectural consistency while moving fast: short RFCs, clear ownership, time boxes, and a paper trail of decisions.
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Stabilization Sprint After Major Incidents (7 Days)
A postmortem isn't enough: an operational framework for a focused 7-day sprint that closes alert, runbook, risk, and communication debt.
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Minimum Viable Runbook Template and Incident Decision Points
A minimum template, thresholds, and practical examples for turning the runbook from a documentation pile into a tool that produces decisions during an incident.
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Evidence Collection Kit and Roles During an Incident
An evidence set, time standard, role assignment, and practical checklist to break the panic-driven 'SSH into one server' reflex.
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On-Call Rotation and Escalation Design: Operational Calm
Realistic on-call, escalation, and runbook design that reduces pager fatigue, speeds up decision-making, and clarifies incident communication.
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Designing Pre-Incident Drill Narratives for Technical Leaders
A leadership approach that turns incident drills from purely technical tests into shared decision-making and communication practice.
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Translating Technical Risk for Management — A Tech Lead's Practice
A leadership practice that frames technical risk through decision impact and business outcome — not through alarm language.
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A Tacit Knowledge Inventory Cadence for Senior Engineers
A practical cadence for surfacing the implicit operations knowledge that keeps systems alive — without leaving it tied to a handful of people.
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Decision Delegation in Sev2 Incidents — A Tech Lead's Playbook
A clear framework of roles, thresholds, and communication paths for spreading the tech lead's decision load during Sev2 incidents.
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Post-Change Confidence Refresh Sessions for Tech Leads
A short, measured, leadership-focused session model for rebuilding the team's delivery confidence after a risky release.
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From Alert Fatigue to a Learning Loop — A Guide for Tech Leads
A leadership approach that ties alert noise to team learning, on-call health, and operational quality — instead of just shaving the count down.
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A Technical Debt Negotiation Framework for Senior Engineers
An approach that turns technical debt from a complaint topic into something negotiable across budget, risk, and delivery planning.