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Tailored Operational Scaling for Technical Founders

$199.00
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A tailored course, built for your situation

Tailored Operational Scaling for Technical Founders

A 12-module system to scale infrastructure visibility without adding headcount

$199 one-time
24-hour access provisioning 30-day money-back guarantee Hand-built implementation playbook
12 modules. 12 chapters per module. 144 chapters total.
12 modules, each with 12 chapters (144 chapters total), text-based, plus downloadable templates and a hand-built implementation playbook delivered alongside course access.
Stretched too thin between engineering oversight and platform visibility?

The situation this course is for

You're technically grounded but pulled into operational gaps when tooling doesn't align. AppDynamics gives data, not decisions. Alert fatigue creeps in. Teams wait. You end up patching process holes instead of leading strategy. The bottleneck isn't code , it's clarity.

Who this is for

Technical founder or solo operator managing infrastructure complexity without a dedicated SRE team

Who this is not for

Enterprise SRE teams with existing runbooks and alert triage hierarchies

What you walk away with

  • Reduce mean time to detection by mapping critical paths to business outcomes
  • Align engineering activity with business KPIs using lightweight telemetry frameworks
  • Eliminate redundant alerts through service ownership layering
  • Document incident response playbooks that scale beyond tribal knowledge
  • Build audit-ready operational maturity without external consultants

The 12 modules (with all 144 chapters)

Module 1. Defining Operational Boundaries
Establish ownership layers for services, alerts, and incident response. Clarify who acts when, based on impact severity and system criticality. Avoid role bleed between development and operations. Introduce lightweight RACI variants tailored to small teams. Map existing tools to decision thresholds. Align on minimal viable documentation needed for handoffs.
12 chapters in this module
  1. Service ownership model
  2. Alert severity taxonomy
  3. Incident decision tree
  4. Tooling alignment map
  5. RACI for small teams
  6. Impact scoring system
  7. Response time SLAs
  8. Escalation chain design
  9. Documentation threshold
  10. Handoff checklist
  11. Change freeze policy
  12. Post-mortem triage
Module 2. Telemetry Prioritization
Filter noise from signal by focusing on business-critical flows. Identify top five user journeys that drive revenue or retention. Map dependencies across services. Define minimal instrumentation needed to monitor health. Avoid over-instrumentation. Build alert logic based on user impact, not system metrics alone. Create thresholds that reflect real-world usage patterns.
12 chapters in this module
  1. Revenue journey mapping
  2. Service dependency graph
  3. Critical path definition
  4. Minimal instrumentation
  5. User impact scoring
  6. Alert logic rules
  7. Threshold calibration
  8. False positive filter
  9. Silence policy
  10. Metric decay schedule
  11. Health score formula
  12. Status page sync
Module 3. Alert Fatigue Reduction
Reduce alert volume by 60% without increasing risk. Classify existing alerts by actionability and ownership. Eliminate duplicate or low-signal notifications. Introduce alert grouping by service domain. Automate suppression during maintenance. Build confidence in silence. Train teams to trust the system instead of checking dashboards constantly.
12 chapters in this module
  1. Alert inventory audit
  2. Actionability filter
  3. Ownership assignment
  4. Grouping strategy
  5. Suppression rules
  6. Silence validation
  7. Trust calibration
  8. Dashboard discipline
  9. Notification channels
  10. On-call rhythm
  11. Burnout signals
  12. Recovery protocol
Module 4. Incident Triage Framework
Standardize response to outages with clear decision lanes. Define severity levels based on customer impact, not internal metrics. Create playbooks that non-experts can follow. Automate initial diagnosis steps. Reduce time-to-acknowledge with smart routing. Ensure post-event reviews focus on process, not blame. Build muscle memory for recurring scenarios.
12 chapters in this module
  1. Severity definition
  2. Customer impact scale
  3. Playbook structure
  4. Non-expert execution
  5. Diagnosis automation
  6. Routing logic
  7. Acknowledge SLA
  8. Blameless review
  9. Recurring pattern log
  10. Drill schedule
  11. Communication template
  12. Resolution verification
Module 5. Service Ownership Layering
Assign clear ownership across microservices without overburdening developers. Define primary and secondary contacts. Introduce rotation schedules that prevent burnout. Document handover procedures. Link ownership to onboarding and offboarding. Automate reminders for review cycles. Prevent knowledge silos with cross-training requirements.
12 chapters in this module
  1. Primary contact rule
  2. Secondary contact rule
  3. Rotation schedule
  4. Burnout guardrails
  5. Handover checklist
  6. Onboarding sync
  7. Offboarding sync
  8. Review cycle
  9. Cross-training log
  10. Knowledge map
  11. Escalation path
  12. Contact validation
Module 6. Runbook Development
Build executable documentation for common failures. Focus on clarity over completeness. Use decision trees instead of paragraphs. Include expected outputs at each step. Version control runbooks alongside code. Test quarterly. Assign maintainers. Link to monitoring dashboards. Enable junior staff to resolve issues independently.
12 chapters in this module
  1. Failure mode catalog
  2. Decision tree format
  3. Step clarity rule
  4. Output expectation
  5. Version control sync
  6. Test schedule
  7. Maintainer assignment
  8. Dashboard link
  9. Junior enablement
  10. Automation trigger
  11. Update log
  12. Access control
Module 7. Change Management Protocol
Reduce deployment-related incidents with lightweight approval workflows. Define change categories based on risk. Automate low-risk deployments. Require peer review for medium risk. Introduce CAB for high risk. Track changes in audit log. Communicate windows to stakeholders. Build rollback confidence with pre-tested scripts.
12 chapters in this module
  1. Change risk taxonomy
  2. Automated deployment
  3. Peer review rule
  4. CAB threshold
  5. Audit log format
  6. Stakeholder notice
  7. Rollback script
  8. Pre-check automation
  9. Post-check validation
  10. Window calendar
  11. Emergency override
  12. Compliance sync
Module 8. Capacity Planning Basics
Forecast resource needs based on business growth, not just traffic spikes. Correlate user growth with infrastructure strain. Set early warning thresholds. Plan for seasonal demand. Avoid over-provisioning. Use historical data to justify spend. Align engineering roadmap with capacity needs.
12 chapters in this module
  1. User growth projection
  2. Strain indicators
  3. Warning thresholds
  4. Seasonal pattern
  5. Spend justification
  6. Historical correlation
  7. Resource elasticity
  8. Budget alignment
  9. Scaling triggers
  10. Downscale policy
  11. Cost per unit
  12. Forecast review
Module 9. Observability Tool Alignment
Maximize value from existing tools like AppDynamics without adding licenses. Map features to use cases. Eliminate redundant tools. Train teams on advanced capabilities. Build custom dashboards for leadership. Automate report generation. Avoid vendor lock-in thinking. Focus on data portability.
12 chapters in this module
  1. Feature mapping
  2. Use case alignment
  3. Redundancy audit
  4. Training plan
  5. Leadership dashboard
  6. Report automation
  7. Vendor neutrality
  8. Data export
  9. Dashboard refresh
  10. License optimization
  11. Integration points
  12. Tool sunset
Module 10. Post-Incident Learning
Turn outages into improvement opportunities. Conduct structured reviews within 48 hours. Focus on process gaps, not individuals. Document action items with owners and deadlines. Track completion. Share learnings across teams. Avoid repeat incidents. Build organizational memory.
12 chapters in this module
  1. Review timing
  2. Process focus
  3. Action item log
  4. Owner assignment
  5. Deadline tracking
  6. Cross-team share
  7. Repeat pattern
  8. Memory archive
  9. Improvement metric
  10. Blameless culture
  11. Follow-up audit
  12. Public summary
Module 11. Operational Debt Management
Identify and prioritize technical debt that impacts reliability. Create visibility into backlog items affecting uptime. Assign remediation effort scores. Schedule regular paydown sprints. Communicate progress to leadership. Prevent accumulation through onboarding checks. Link to performance reviews.
12 chapters in this module
  1. Debt inventory
  2. Uptime impact score
  3. Effort estimation
  4. Remediation sprint
  5. Leadership update
  6. Accumulation guard
  7. Onboarding check
  8. Performance link
  9. Progress tracking
  10. Debt ceiling
  11. Ownership log
  12. Review cadence
Module 12. Scaling Readiness Assessment
Evaluate readiness for next growth phase. Measure improvements against baseline. Identify remaining bottlenecks. Plan for team expansion or tool changes. Document lessons learned. Create handover package for new hires. Set future review milestones. Celebrate progress.
12 chapters in this module
  1. Baseline comparison
  2. Bottleneck scan
  3. Team expansion plan
  4. Tool change forecast
  5. Lessons document
  6. Handover package
  7. Review schedule
  8. Milestone setting
  9. Progress celebration
  10. Risk forecast
  11. Improvement index
  12. Exit checklist

How this maps to your situation

  • Technical founder managing ops gaps
  • Post-tooling adoption refinement
  • Pre-hiring SRE team preparation
  • Audit readiness for compliance

Before vs. after

Before
Juggling alerts, on-call pressure, and engineering oversight without clear systems
After
Confidently delegating incidents, with documented playbooks and reduced personal involvement

What's included with your purchase

  • 12 modules with 12 chapters each (144 chapters)
  • Downloadable templates and worked examples for every module
  • Hand-built implementation playbook delivered alongside course access
  • 30-day money-back guarantee

Delivery and format

  • Course and learning environment access provisioned within 24 hours of purchase
  • Hand-built implementation playbook delivered alongside course access

Format: Text-based modules and chapters in the Art of Service learning environment, plus downloadable templates and worked examples for every chapter, plus the hand-built implementation playbook delivered alongside course access.

Time investment: Approximately 3 hours per week for 12 weeks, with flexible pacing and checkpoint markers

If nothing changes
Without structured operational scaling, every incident reinforces dependency on you , slowing growth and increasing burnout risk ahead of next funding or hiring cycle

How this compares to the alternatives

Unlike generic DevOps courses, this focuses exclusively on founder-level operational leverage. No coding labs, no video lectures , just executable frameworks that integrate with tools you already use.

Frequently asked

Who is this course designed for?
Technical founders or solo operators managing infrastructure without a dedicated SRE team.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Do I need to change tools to apply this?
No. The system works with existing observability tools including AppDynamics, DataDog, or New Relic.
$199 one-time. Approximately 3 hours per week for 12 weeks, with flexible pacing and checkpoint markers.

Within 24 hours your account in the learning environment is provisioned and the tailored implementation playbook is delivered alongside it.

30-day money-back guarantee· 144 chapters· Hand-built playbook included· Account access within 24 hours
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