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All Incidents

The complete A-Z index of predictable chaos.

Guided Incident Lanes

AI Incidents

Cloud and Cost Incidents

Data Truth Incidents

Video
EP1The Data Truth StackData and Source of Truth

The Outage Was Designed Six Meetings Ago

"Production incidents are often the delayed execution of technical debt accepted during planning."

Pattern: schema ownership gap
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Video
EP2The Data Truth StackData and Source of Truth

Cache Guy Delivers a Fast Answer

"Caching is not a substitute for an optimized database query; it is a complex distributed state problem."

Pattern: cache invalidation drift
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Video
EP3The Data Truth StackData and Source of Truth

Agent A Takes Initiative

"AI capability is not approval; autonomous agents require strict API boundaries and blast-radius limits."

Pattern: cache invalidation drift
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Video
EP4The Data Truth StackData and Source of Truth

Mono Remembers Everything

"Legacy code is often the only reliable documentation of historical business rules and edge cases."

Pattern: cache invalidation drift
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Video
EP6The Data Truth StackData and Source of Truth

The Invoice Arrives

"Cloud scaling is a financial operation; using infrastructure to mask inefficient code is a recipe for a massive bill."

Pattern: schema ownership gap
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Video
EP10The Data Truth StackData and Source of Truth

The Source of Truth Moved to a Screenshot

"The core technical takeaway from 'The Source of Truth Moved to a Screenshot' is that isolated decisions scale poorly. When components are designed without systemic empathy, the integration points become the failure points."

Pattern: schema ownership gap
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Delivery Theater Incidents

Video
EP5The Delivery Theater StackDelivery, Roadmaps and Meetings

Just One More Feature

"Uncontrolled scope expansion exponentially increases architectural complexity and guarantees technical debt."

Pattern: roadmap-to-reality gap
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Video
EP7The Delivery Theater StackDelivery, Roadmaps and Meetings

Fetch Finds the Wrong Context

"The core technical takeaway from 'Fetch Finds the Wrong Context' is that isolated decisions scale poorly. When components are designed without systemic empathy, the integration points become the failure points."

Pattern: roadmap-to-reality gap
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Video
EP8The Delivery Theater StackDelivery, Roadmaps and Meetings

The Roadmap Aligned Everyone Except Reality

"The core technical takeaway from 'The Roadmap Aligned Everyone Except Reality' is that isolated decisions scale poorly. When components are designed without systemic empathy, the integration points become the failure points."

Pattern: roadmap-to-reality gap
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Video
EP12The Delivery Theater StackDelivery, Roadmaps and Meetings

The Premortem Was Treated as Documentation

"The core technical takeaway from 'The Premortem Was Treated as Documentation' is that isolated decisions scale poorly. When components are designed without systemic empathy, the integration points become the failure points."

Pattern: roadmap-to-reality gap
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Video
EP19The Delivery Theater StackDelivery, Roadmaps and Meetings

Hotfix Needed Roadmap

"The chaos was predictable."

Pattern: roadmap-to-reality gap
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Video
EP20The Delivery Theater StackDelivery, Roadmaps and Meetings

Meeting Solved Diagram

"The chaos was predictable."

Pattern: roadmap-to-reality gap
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A-Z Incident Index

Video
EP3The Data Truth StackData and Source of Truth

Agent A Takes Initiative

"AI capability is not approval; autonomous agents require strict API boundaries and blast-radius limits."

Pattern: cache invalidation drift
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Video
EP16The Agentic Operations StackAgentic AI Incidents

Agent Followed Prompt Literally

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP30The Data Truth StackData and Source of Truth

API Contract a Rumor

"The chaos was predictable."

Pattern: schema ownership gap
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Video
EP27The Security and Governance StackSecurity, Compliance and Audit

Architecture Review Became Therapy

"The chaos was predictable."

Pattern: compliance theater
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Video
EP15The Data Truth StackData and Source of Truth

Cache Expired During Demo

"The chaos was predictable."

Pattern: cache invalidation drift
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Video
EP2The Data Truth StackData and Source of Truth

Cache Guy Delivers a Fast Answer

"Caching is not a substitute for an optimized database query; it is a complex distributed state problem."

Pattern: cache invalidation drift
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Video
EP35The Cloud Cost StackCloud, GPU and FinOps

Cloud Bill Learned Multiplication

"The chaos was predictable."

Pattern: cost visibility lag
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Video
EP38The Observability StackObservability and Dashboard Failures

CTO Asked for One Number

"The chaos was predictable."

Pattern: green-dashboard blindness
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Video
EP14The Observability StackObservability and Dashboard Failures

Dashboard Green Nobody Asked

"The chaos was predictable."

Pattern: green-dashboard blindness
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Video
EP17The Data Truth StackData and Source of Truth

Database Approved Nothing

"The chaos was predictable."

Pattern: schema ownership gap
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Video
EP33The Platform Ownership StackPlatform and Ownership

Dependency Was Optional Until Friday

"The chaos was predictable."

Pattern: ownership diffusion
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Video
EP21The Delivery Theater StackIncident Humor

Diagram Solved Nothing

"A plan is only valid until it hits production."

Pattern: predictable chaos
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Video
EP82The Delivery Theater StackDelivery, Roadmaps and Meetings

Everyone Used the Window

"The chaos was predictable."

Pattern: roadmap-to-reality gap
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Video
EP18The Platform Ownership StackPlatform and Ownership

Feature Flag Became Architecture

"The chaos was predictable."

Pattern: ownership diffusion
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Video
EP7The Delivery Theater StackDelivery, Roadmaps and Meetings

Fetch Finds the Wrong Context

"The core technical takeaway from 'Fetch Finds the Wrong Context' is that isolated decisions scale poorly. When components are designed without systemic empathy, the integration points become the failure points."

Pattern: roadmap-to-reality gap
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Video
EP19The Delivery Theater StackDelivery, Roadmaps and Meetings

Hotfix Needed Roadmap

"The chaos was predictable."

Pattern: roadmap-to-reality gap
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Video
EP25The Delivery Theater StackDelivery, Roadmaps and Meetings

Incident Started as a Small Ask

"The chaos was predictable."

Pattern: roadmap-to-reality gap
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Video
EP37The Delivery Theater StackIncident Humor

Junior Developer Found the Real Requirement

"A plan is only valid until it hits production."

Pattern: predictable chaos
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Video
EP5The Delivery Theater StackDelivery, Roadmaps and Meetings

Just One More Feature

"Uncontrolled scope expansion exponentially increases architectural complexity and guarantees technical debt."

Pattern: roadmap-to-reality gap
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Video
EP31The Legacy Gravity StackArchitecture and Legacy

Legacy System Was Load Bearing

"The chaos was predictable."

Pattern: adapter permanence
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Video
EP20The Delivery Theater StackDelivery, Roadmaps and Meetings

Meeting Solved Diagram

"The chaos was predictable."

Pattern: roadmap-to-reality gap
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Video
EP34The Legacy Gravity StackArchitecture and Legacy

Migration Had a Personality

"The chaos was predictable."

Pattern: adapter permanence
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Video
EP26The Observability StackObservability and Dashboard Failures

Monitoring Tool Had Feelings

"The chaos was predictable."

Pattern: green-dashboard blindness
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Video
EP4The Data Truth StackData and Source of Truth

Mono Remembers Everything

"Legacy code is often the only reliable documentation of historical business rules and edge cases."

Pattern: cache invalidation drift
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Video
EP39The Observability StackObservability and Dashboard Failures

Number Was Not Real

"The chaos was predictable."

Pattern: green-dashboard blindness
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Video
EP23The Legacy Gravity StackIncident Humor

Queue Fine Until Everyone Joined

"You cannot delete complexity, you can only move it."

Pattern: predictable chaos
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Video
EP29The Security and Governance StackSecurity, Compliance and Audit

Release Train Had No Brakes

"The chaos was predictable."

Pattern: compliance theater
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Video
EP24The Security and Governance StackSecurity, Compliance and Audit

Retry Policy Tried Too Hard

"The chaos was predictable."

Pattern: compliance theater
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Video
EP40The Delivery Theater StackDelivery, Roadmaps and Meetings

Roadmap Had Side Effects

"The chaos was predictable."

Pattern: roadmap-to-reality gap
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Video
EP13The Delivery Theater StackIncident Humor

Rollback Never Tested

"A plan is only valid until it hits production."

Pattern: predictable chaos
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Video
EP92The Agentic Operations StackAgentic AI Incidents

Shared Ownership Owned Nothing

"A TinyCTO.tv technical parable about accountability gaps, service ownership, operational support, governance theater. The episode shows that When everyone owns the outcome but nobody owns the response, the system is operationally ownerless."

Pattern: process-inflation
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Video
EP22The Procurement Theater StackProcurement and Vendor Theater

SLA More Optimistic Than Reality

"The chaos was predictable."

Pattern: demo-to-contract drift
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Video
EP28The Delivery Theater StackDelivery, Roadmaps and Meetings

Sprint Goal Met Production

"The chaos was predictable."

Pattern: roadmap-to-reality gap
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Video
EP36The Delivery Theater StackDelivery, Roadmaps and Meetings

Standup Became a Distributed System

"The chaos was predictable."

Pattern: roadmap-to-reality gap
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Video
EP32The Legacy Gravity StackIncident Humor

Team Deleted the Wrong Complexity

"You cannot delete complexity, you can only move it."

Pattern: predictable chaos
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Reference
EP149The Agentic Operations StackAgentic AI Incidents

The Adoption Dashboard Measured Logins

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP116The Agentic Operations StackAgentic AI Incidents

The Agent Closed the Ticket and the Customer

"The Agent Closed the Ticket and the Customer. The dashboard called it progress."

Pattern: autonomous approval drift
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Video
EP122The Agentic Operations StackAgentic AI Incidents

The Agent Escalated to Itself

"The Agent Escalated to Itself. The dashboard called it progress."

Pattern: autonomous approval drift
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Video
EP113The Agentic Operations StackAgentic AI Incidents

The Agent Had Human Approval

"The Agent Had Human Approval. The dashboard called it progress."

Pattern: autonomous approval drift
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Video
EP41The Agentic Operations StackAgentic AI Incidents

The Agent Opened a Pull Request

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP119The Agentic Operations StackAgentic AI Incidents

The Agent Used the Admin Token Politely

"The Agent Used the Admin Token Politely. The dashboard called it progress."

Pattern: autonomous approval drift
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Video
EP124The Agentic Operations StackAgentic AI Incidents

The Agent Wrote the Postmortem Before the Incident

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP152The Agentic Operations StackAgentic AI Incidents

The AI Program Scaled the Exception

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP145The Agentic Operations StackAgentic AI Incidents

The AI Roadmap Had No Data Lane

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP88The Agentic Operations StackAgentic AI Incidents

The AI Strategy Was a Slide Deck

"A TinyCTO.tv technical parable about AI strategy, enterprise alignment, evaluation loops, ownership, data boundaries. The episode shows that An AI strategy is not a slide deck; it needs workflows, data boundaries, evaluation loops, funding, and ownership."

Pattern: process-inflation
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Reference
EP139The Agentic Operations StackAgentic AI Incidents

The AI Strategy Was a Slide Transition

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP183The Agentic Operations StackAgentic AI Incidents

The AI Summary Invented the Missing Context

"The chaos was predictable."

Pattern: autonomous approval drift
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Video

The Alignment Mirage: How 4 Departments Designed 5 Different Products

"A calendar invite marked 'resolved' doesn't mean the product is aligned; it just means the meeting is over."

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Reference
EP177The Agentic Operations StackAgentic AI Incidents

The Answer Engine Cited the Competitor

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP111The Agentic Operations StackAgentic AI Incidents

The Answer Passed Until Legal Read It

"The answer passed. The obligation shipped."

Pattern: autonomous approval drift
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Video
EP101The Agentic Operations StackAgentic AI Incidents

The Answer Was Correct in the Wrong Policy

"The answer was correct. Compliance was on a different version."

Pattern: autonomous approval drift
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Video
EP129The Agentic Operations StackAgentic AI Incidents

The App Worked Until a Second User

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP121The Agentic Operations StackAgentic AI Incidents

The Approval Queue Approved the Queue

"The Approval Queue Approved the Queue. The dashboard called it progress."

Pattern: autonomous approval drift
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Video
EP59The Data Truth StackIncident Humor

The Architecture Was Eventually Consistent

"Eventual consistency usually means immediate confusion."

Pattern: predictable chaos
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Reference
EP157The Agentic Operations StackAgentic AI Incidents

The Audit Trail Logged the Success

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP126The Agentic Operations StackAgentic AI Incidents

The Autonomy Budget Had No Unit

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP168The Agentic Operations StackAgentic AI Incidents

The Autoscaler Scaled the Bill

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP170The Agentic Operations StackAgentic AI Incidents

The Batch Job Became Real Time

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP184The Agentic Operations StackAgentic AI Incidents

The Bilingual Page Shared One Language

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP142The Agentic Operations StackAgentic AI Incidents

The Board Approved the Demo

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP188The Agentic Operations StackAgentic AI Incidents

The Brand Was Discoverable Only by Name

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP198The Agentic Operations StackAgentic AI Incidents

The Business Glossary Spoke Department

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP167The Agentic Operations StackAgentic AI Incidents

The Cache Saved Latency and Lost Truth

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP45The Data Truth StackData and Source of Truth

The Cache Was Correct Yesterday

"The chaos was predictable."

Pattern: cache invalidation drift
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Reference
EP185The Agentic Operations StackAgentic AI Incidents

The Canonical URL Canonized the Wrong Locale

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP75The Data Truth StackData and Source of Truth

The CDN Solved the Wrong Problem

"The chaos was predictable."

Pattern: cache invalidation drift
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Reference
EP143The Agentic Operations StackAgentic AI Incidents

The Center of Excellence Centralized the Questions

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP97The Agentic Operations StackAgentic AI Incidents

The Chaos Was Predictable

"A TinyCTO.tv technical parable about predictable chaos, weak signals, delivery pressure, system feedback. The episode shows that Chaos looks random only after teams ignore the signals that made it predictable."

Pattern: process-inflation
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Video
EP104The Agentic Operations StackAgentic AI Incidents

The Chunking Strategy Split the Exception

"The exception was retrieved. Just not with the rule."

Pattern: rag-knowledge-incidents
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Reference
EP186The Agentic Operations StackAgentic AI Incidents

The Citation Graph Had No Outside World

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP105The Agentic Operations Stack

The Citation Pointed to the Competitor

"We had the expertise. They had the sentence."

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Video
EP73The Cloud Cost StackCloud, GPU and FinOps

The Cloud Region Was Chosen by Vibes

"The chaos was predictable."

Pattern: cost visibility lag
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Reference
EP187The Agentic Operations StackAgentic AI Incidents

The Content Was Helpful After the Click

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP110The Agentic Operations Stack

The Context Window Fired the Footnote

"The footnote was in context. Then context had priorities."

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Reference
EP154The Agentic Operations StackAgentic AI Incidents

The Control Existed Only in the Diagram

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP72The Cloud Cost StackCloud, GPU and FinOps

The Cost Center Had Architecture Opinions

"The chaos was predictable."

Pattern: cost visibility lag
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Reference
EP176The Agentic Operations StackAgentic AI Incidents

The Cost Optimization Increased the Cloud Bill

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP193The Agentic Operations StackAgentic AI Incidents

The Data Contract Was a Calendar Invite

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP163The Agentic Operations StackAgentic AI Incidents

The Data Residency Map Used a Cloud

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP44The Data Truth StackData and Source of Truth

The DBA Said No Politely

"The chaos was predictable."

Pattern: schema ownership gap
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Video
EP128The Agentic Operations StackAgentic AI Incidents

The Demo Had Production Credentials

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP57The ModelOps StackLLMOps, Evals and Observability

The Demo Worked in the Recording

"The chaos was predictable."

Pattern: confidence without verification
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Reference
EP133The Agentic Operations StackAgentic AI Incidents

The Design System Was a Screenshot

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP96The Agentic Operations StackAgentic AI Incidents

The Design Was the Incident

"A TinyCTO.tv technical parable about architectural root cause, systemic incidents, design trade-offs, resilience gaps. The episode shows that Some incidents are not caused by broken components; they are caused by designs that make failure the default path."

Pattern: process-inflation
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Video
EP76The Observability StackObservability and Dashboard Failures

The Edge Case Lived at the Edge

"The chaos was predictable."

Pattern: green-dashboard blindness
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Video
EP106The Agentic Operations Stack

The Embedding Loved an Old Acronym

"The acronym was modern. The meaning had tenure."

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Reference
EP189The Agentic Operations StackAgentic AI Incidents

The Enterprise Finally Met Its Data

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP174The Agentic Operations StackAgentic AI Incidents

The Evaluation Cluster Evaluated the Budget

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP161The Agentic Operations StackAgentic AI Incidents

The Exception Process Became the Process

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP146The Agentic Operations StackAgentic AI Incidents

The Executive Sponsor Bought the Benchmark

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP179The Agentic Operations StackAgentic AI Incidents

The FAQ Answered the Internal Question

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP172The Agentic Operations StackAgentic AI Incidents

The FinOps Dashboard Excluded Experiments

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP136The Agentic Operations StackAgentic AI Incidents

The Fix Generated a New Framework

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP137The Agentic Operations StackAgentic AI Incidents

The Founder Shipped the Mock

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP132The Agentic Operations StackAgentic AI Incidents

The Generated Schema Had Feelings

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP64The Delivery Theater StackIncident Humor

The Go Live Checklist Was Aspirational

"A plan is only valid until it hits production."

Pattern: predictable chaos
Read Incident →
Video
EP83The Agentic Operations StackAgentic AI Incidents

The Governance Board Approved the Risk

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP164The Agentic Operations StackAgentic AI Incidents

The Governance Council Governed the Council

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP165The Agentic Operations StackAgentic AI Incidents

The GPU Was Idle at Full Cost

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP120The Agentic Operations StackAgentic AI Incidents

The Guardrail Protected the Prompt

"The Guardrail Protected the Prompt. The dashboard called it progress."

Pattern: autonomous approval drift
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Reference
EP162The Agentic Operations StackAgentic AI Incidents

The Human Override Required the Agent

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP114The Agentic Operations StackAgentic AI Incidents

The Human Was in Another Meeting

"The Human Was in Another Meeting. The dashboard called it progress."

Pattern: autonomous approval drift
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Reference
EP200The Agentic Operations StackAgentic AI Incidents

The Hype Stack Reached Production

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP65The Delivery Theater StackIncident Humor

The Hypercare Channel Became Permanent

"A plan is only valid until it hits production."

Pattern: predictable chaos
Read Incident →
Video
EP49The Executive Transformation StackAI Transformation Theater

The Incident Commander Needed a Whiteboard

"The chaos was predictable."

Pattern: pilot-without-operating-model
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Video
EP71The FinOps StackIncident Humor

The Incident Was Reproducible in Finance

"The architecture diagram always looks cheaper than the monthly invoice."

Pattern: predictable chaos
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Reference
EP171The Agentic Operations StackAgentic AI Incidents

The Inference Gateway Added Three Gateways

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP138The Agentic Operations StackAgentic AI Incidents

The Instant Product Required Permanent Hypercare

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP197The Agentic Operations StackAgentic AI Incidents

The Integration Layer Integrated the Exceptions

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP6The Data Truth StackData and Source of Truth

The Invoice Arrives

"Cloud scaling is a financial operation; using infrastructure to mask inefficient code is a recipe for a massive bill."

Pattern: schema ownership gap
Read Incident →
Video
EP103The Agentic Operations StackAgentic AI Incidents

The Knowledge Base Remembered the Draft

"The draft was temporary. The index was committed."

Pattern: autonomous approval drift
Read Incident →
Video
EP112The Agentic Operations StackAgentic AI Incidents

The Knowledge Graph Connected the Wrong Company

"The graph found a relationship. Reality had not approved it."

Pattern: autonomous approval drift
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Reference
EP144The Agentic Operations StackAgentic AI Incidents

The KPI Improved When Usage Fell

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP74The Cloud Cost StackCloud, GPU and FinOps

The Latency Had Geography

"The chaos was predictable."

Pattern: cost visibility lag
Read Incident →
Video
EP63The Platform Ownership StackPlatform and Ownership

The Launch Plan Needed a Launch Plan

"The chaos was predictable."

Pattern: ownership diffusion
Read Incident →
Reference
EP192The Agentic Operations StackAgentic AI Incidents

The Legacy Rule Lived in Finance

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP62The Observability StackIncident Humor

The Load Test Got Ignored

"Ignoring a failing test does not make the system faster, it just makes the outage a surprise."

Pattern: predictable chaos
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Video
EP61The Observability StackIncident Humor

The Load Test Was Too Honest

"Ignoring a failing test does not make the system faster, it just makes the outage a surprise."

Pattern: predictable chaos
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Video
EP54The Cloud Cost StackCloud, GPU and FinOps

The Loop Found the Budget

"The chaos was predictable."

Pattern: cost visibility lag
Read Incident →
Video
EP87The Agentic Operations StackAgentic AI Incidents

The Mascot Knew Too Much

"A TinyCTO.tv technical parable about organizational memory, undocumented decisions, symbolic artifacts, postmortem evidence. The episode shows that When teams do not record decisions, the strangest artifacts become the only witnesses with context."

Pattern: process-inflation
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Reference
EP195The Agentic Operations StackAgentic AI Incidents

The Master Data Had Three Masters

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP80The Platform Ownership StackPlatform and Ownership

The Microservices Were Not Innocent

"The chaos was predictable."

Pattern: ownership diffusion
Read Incident →
Reference
EP194The Agentic Operations StackAgentic AI Incidents

The Migration Moved the Tables, Not the Meaning

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Reference
EP156The Agentic Operations StackAgentic AI Incidents

The Model Card Described a Different Model

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP51The ModelOps StackLLMOps, Evals and Observability

The Model Hallucinated Confidence

"The chaos was predictable."

Pattern: confidence without verification
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Reference
EP199The Agentic Operations StackAgentic AI Incidents

The Modern Platform Needed the Old Spreadsheet

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP79The Legacy Gravity StackArchitecture and Legacy

The Monolith Was Not the Villain

"The chaos was predictable."

Pattern: adapter permanence
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Reference
EP134The Agentic Operations StackAgentic AI Incidents

The MVP Included Enterprise Compliance

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP175The Agentic Operations StackAgentic AI Incidents

The Observability Stack Observed Itself

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP131The Agentic Operations StackAgentic AI Incidents

The One-Click Feature Needed Seven Services

"The chaos was predictable."

Pattern: autonomous approval drift
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Reference
EP150The Agentic Operations StackAgentic AI Incidents

The Operating Model Added Another Committee

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP1The Data Truth StackData and Source of Truth

The Outage Was Designed Six Meetings Ago

"Production incidents are often the delayed execution of technical debt accepted during planning."

Pattern: schema ownership gap
Read Incident →
Video
EP91The Agentic Operations StackAgentic AI Incidents

The Ownership Was Shared

"A TinyCTO.tv technical parable about shared ownership, unclear accountability, platform governance, decision rights. The episode shows that Shared ownership only works when decision rights, response duties, and funding are explicit."

Pattern: process-inflation
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Reference
EP141The Agentic Operations StackAgentic AI Incidents

The Pilot Succeeded by Avoiding the Business

"The chaos was predictable."

Pattern: autonomous approval drift
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Video
EP118The Agentic Operations StackAgentic AI Incidents

The Planner Delegated the Production Delete

"The Planner Delegated the Production Delete. The dashboard called it progress."

Pattern: autonomous approval drift
Read Incident →
Video
EP90The Agentic Operations StackAgentic AI Incidents

The Platform Asked for Ownership

"A TinyCTO.tv technical parable about platform ownership, shared services, funding, support model, decision authority. The episode shows that A platform needs explicit ownership, funding, support, and decision authority before it can become a reliable product for teams."

Pattern: process-inflation
Read Incident →
Video
EP81The Platform Ownership StackPlatform and Ownership

The Platform Team Built a Door

"The chaos was predictable."

Pattern: ownership diffusion
Read Incident →
Video
EP55The Delivery Theater StackDelivery, Roadmaps and Meetings

The PM Renamed the Problem

"The chaos was predictable."

Pattern: roadmap-to-reality gap
Read Incident →
Reference
EP153The Agentic Operations StackAgentic AI Incidents

The Policy Approved the Architecture Diagram

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP93The Agentic Operations StackAgentic AI Incidents

The Postmortem Found the Premortem

"A TinyCTO.tv technical parable about premortems, postmortems, ignored risk signals, organizational memory. The episode shows that A postmortem becomes expensive documentation when the premortem already described the failure and nobody acted."

Pattern: process-inflation
Read Incident →
Video
EP94The Agentic Operations StackAgentic AI Incidents

The Premortem Said I Told You

"A TinyCTO.tv technical parable about ignored warnings, risk acceptance, delivery pressure, decision traceability. The episode shows that Risk warnings need owners, dates, and decisions, or they become prophetic decorations."

Pattern: process-inflation
Read Incident →
Video
EP12The Delivery Theater StackDelivery, Roadmaps and Meetings

The Premortem Was Treated as Documentation

"The core technical takeaway from 'The Premortem Was Treated as Documentation' is that isolated decisions scale poorly. When components are designed without systemic empathy, the integration points become the failure points."

Pattern: roadmap-to-reality gap
Read Incident →
Reference
EP158The Agentic Operations StackAgentic AI Incidents

The Privacy Review Arrived After Launch

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP56The Incident Humor StackIncident Humor

The Problem Kept Its Original Name

"The chaos was predictable."

Pattern: postmortem without ownership
Read Incident →
Reference
EP191The Agentic Operations StackAgentic AI Incidents

The Procurement Scorecard Bought the Roadmap

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP47The Delivery Theater StackDelivery, Roadmaps and Meetings

The Production Fix Was a Calendar Invite

"The chaos was predictable."

Pattern: roadmap-to-reality gap
Read Incident →
Video
EP86The Agentic Operations StackAgentic AI Incidents

The Program Needed a Mascot

"A TinyCTO.tv technical parable about transformation theater, morale symbols, delivery reality, culture artifacts. The episode shows that Culture symbols help only when they point to truth; they fail when they decorate a delivery system that still cannot work."

Pattern: process-inflation
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Video
EP130The Agentic Operations StackAgentic AI Incidents

The Prompt Replaced the Architecture Review

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP52The Agentic Operations StackAgentic AI Incidents

The Prompt Was Approved by Procurement

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP127The Agentic Operations StackAgentic AI Incidents

The Prototype Became the Platform

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP42The Agentic Operations StackAgentic AI Incidents

The Pull Request Opened a Question

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP43The Data Truth StackData and Source of Truth

The Query Plan Became a Legal Document

"The chaos was predictable."

Pattern: schema ownership gap
Read Incident →
Video
EP11The Data Truth StackData and Source of Truth

The Query Was Fast Until It Met Production

"The core technical takeaway from 'The Query Was Fast Until It Met Production' is that isolated decisions scale poorly. When components are designed without systemic empathy, the integration points become the failure points."

Pattern: schema ownership gap
Read Incident →
Video
EP77The Platform Ownership StackPlatform and Ownership

The Queue Needed Adult Supervision

"The chaos was predictable."

Pattern: ownership diffusion
Read Incident →
Video

The Quick Win: Why 'Just Ship It' Always Ends in an Incident

"The fastest path to production is often the shortest path to an incident."

Read Incident →
Video
EP107The Agentic Operations Stack

The RAG Pipeline Retrieved the Meeting Notes

"It was not a commitment. It had excellent notes."

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Video
EP58The Procurement Theater StackProcurement and Vendor Theater

The Recording Became the Product

"The chaos was predictable."

Pattern: demo-to-contract drift
Read Incident →
Reference
EP159The Agentic Operations StackAgentic AI Incidents

The Red Team Tested the Friendly Prompt

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Reference
EP160The Agentic Operations StackAgentic AI Incidents

The Regulator Read the Fine Print

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Reference
EP173The Agentic Operations StackAgentic AI Incidents

The Reserved Capacity Reserved the Wrong Region

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP102The Agentic Operations StackAgentic AI Incidents

The Retriever Found the Most Confident Document

"The document was not approved. It was very persuasive."

Pattern: autonomous approval drift
Read Incident →
Video
EP117The Agentic Operations StackAgentic AI Incidents

The Retry Policy Learned Persistence

"The Retry Policy Learned Persistence. The dashboard called it progress."

Pattern: autonomous approval drift
Read Incident →
Video
EP84The Security and Governance StackIncident Humor

The Risk Opened a Ticket

"Tickets do not prevent risks; they just document the negligence."

Pattern: predictable chaos
Read Incident →
Reference
EP155The Agentic Operations StackAgentic AI Incidents

The Risk Register Missed the Tool Call

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP8The Delivery Theater StackDelivery, Roadmaps and Meetings

The Roadmap Aligned Everyone Except Reality

"The core technical takeaway from 'The Roadmap Aligned Everyone Except Reality' is that isolated decisions scale poorly. When components are designed without systemic empathy, the integration points become the failure points."

Pattern: roadmap-to-reality gap
Read Incident →
Video
EP125The Agentic Operations StackAgentic AI Incidents

The Sandbox Shared a Door with Production

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Reference
EP180The Agentic Operations StackAgentic AI Incidents

The Schema Described the Roadmap

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP68The Data Truth StackData and Source of Truth

The Screenshot Became Canon

"The chaos was predictable."

Pattern: schema ownership gap
Read Incident →
Video
EP108The Agentic Operations Stack

The Search Index Promoted the Disclaimer

"The disclaimer ranked first. It was the best-written paragraph."

Read Incident →
Reference
EP182The Agentic Operations StackAgentic AI Incidents

The Search Snippet Found the Disclaimer

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP66The Delivery Theater StackDelivery, Roadmaps and Meetings

The Slack Thread Became the Specification

"The chaos was predictable."

Pattern: roadmap-to-reality gap
Read Incident →
Video
EP89The Agentic Operations StackAgentic AI Incidents

The Slide Deck Asked for a Platform

"A TinyCTO.tv technical parable about AI platform needs, repeatability, security, evaluation, operationalization. The episode shows that AI experiments become platform work when teams need repeatability, security, evaluation, observability, and support."

Pattern: process-inflation
Read Incident →
Reference
EP169The Agentic Operations StackAgentic AI Incidents

The Small Model Needed a Large Platform

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP109The Agentic Operations Stack

The Source of Truth Had Three Owners

"We found the source of truth. It was a committee."

Read Incident →
Video
EP10The Data Truth StackData and Source of Truth

The Source of Truth Moved to a Screenshot

"The core technical takeaway from 'The Source of Truth Moved to a Screenshot' is that isolated decisions scale poorly. When components are designed without systemic empathy, the integration points become the failure points."

Pattern: schema ownership gap
Read Incident →
Video
EP46The Data Truth StackData and Source of Truth

The Source of Truth Was in Someone s Head

"The chaos was predictable."

Pattern: schema ownership gap
Read Incident →
Video
EP67The Delivery Theater StackDelivery, Roadmaps and Meetings

The Specification Became a Screenshot

"The chaos was predictable."

Pattern: roadmap-to-reality gap
Read Incident →
Video
EP69The Legacy Gravity StackArchitecture and Legacy

The System Remembered the Old Decision

"The chaos was predictable."

Pattern: adapter permanence
Read Incident →
Video
EP100The Agentic Operations StackAgentic AI Incidents

The System Remembers What the Roadmap Forgot

"A TinyCTO.tv technical parable about roadmap memory, system behavior, technical debt, organizational forgetting, closing thesis. The episode shows that Roadmaps can forget trade-offs, but systems remember every shortcut, missing owner, and deferred decision."

Pattern: process-inflation
Read Incident →
Video
EP95The Agentic Operations StackAgentic AI Incidents

The System Was Working as Designed

"A TinyCTO.tv technical parable about system design consequences, incentives, operational behavior, architecture accountability. The episode shows that A system working as designed is not good news when the design rewards the wrong behavior."

Pattern: process-inflation
Read Incident →
Video
EP98The Agentic Operations StackAgentic AI Incidents

The Team Finally Read the Notes

"A TinyCTO.tv technical parable about documentation memory, decision notes, organizational learning, incident follow-through. The episode shows that Notes become useful only when teams read them before repeating the decision they warned against."

Pattern: process-inflation
Read Incident →
Video
EP70The Platform Ownership StackIncident Humor

The Team Remembered a Different One

"If everyone owns the system, no one owns the incident."

Pattern: predictable chaos
Read Incident →
Video
EP60The Data Truth StackIncident Humor

The Team Wanted Strong Consistency Later

"Eventual consistency usually means immediate confusion."

Pattern: predictable chaos
Read Incident →
Video
EP85The Agentic Operations StackAgentic AI Incidents

The Ticket Became a Program

"A TinyCTO.tv technical parable about program inflation, escalation, accountability dilution, delivery governance. The episode shows that Programs help when complexity is real, but they become theater when a simple ownership problem is dressed as scale."

Pattern: process-inflation
Read Incident →
Video
EP48The Delivery Theater StackDelivery, Roadmaps and Meetings

The Timeline Was a Feeling

"The chaos was predictable."

Pattern: roadmap-to-reality gap
Read Incident →
Reference
EP166The Agentic Operations StackAgentic AI Incidents

The Token Budget Was Annual

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP9The Cloud Cost StackCloud, GPU and FinOps

The Token Budget Was Fine Until the Agent Started Thinking

"The core technical takeaway from 'The Token Budget Was Fine Until the Agent Started Thinking' is that isolated decisions scale poorly. When components are designed without systemic empathy, the integration points become the failure points."

Pattern: cost visibility lag
Read Incident →
Video
EP53The Cloud Cost StackCloud, GPU and FinOps

The Token Goblin Found a Loop

"The chaos was predictable."

Pattern: cost visibility lag
Read Incident →
Video
EP115The Agentic Operations StackAgentic AI Incidents

The Tool Call Passed the Safety Check

"The Tool Call Passed the Safety Check. The dashboard called it progress."

Pattern: autonomous approval drift
Read Incident →
Reference
EP181The Agentic Operations StackAgentic AI Incidents

The Transcript Ended Before the Lesson

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Reference
EP140The Agentic Operations StackAgentic AI Incidents

The Transformation Office Automated the Status Report

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Reference
EP148The Agentic Operations StackAgentic AI Incidents

The Transformation Reached Procurement

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Reference
EP151The Agentic Operations StackAgentic AI Incidents

The Use-Case Factory Produced PowerPoints

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Reference
EP190The Agentic Operations StackAgentic AI Incidents

The Vendor Demo Had a Different Database

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Reference
EP196The Agentic Operations StackAgentic AI Incidents

The Vendor Lock-In Came with an Exit Plan

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Reference
EP135The Agentic Operations StackAgentic AI Incidents

The Vibe-Coded Migration Remembered Nothing

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Reference
EP178The Agentic Operations StackAgentic AI Incidents

The Website Had Content but No Answer

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP50The ModelOps StackLLMOps, Evals and Observability

The Whiteboard Lied Beautifully

"The chaos was predictable."

Pattern: confidence without verification
Read Incident →
Video
EP78The Cloud Cost StackIncident Humor

The Worker Pool Had Boundaries

"Infinite scale means infinite invoices if there are no boundaries."

Pattern: predictable chaos
Read Incident →
Video
EP123The Agentic Operations StackAgentic AI Incidents

The Workflow Finished After the Business Failed

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Reference
EP147The Agentic Operations StackAgentic AI Incidents

The Workforce Plan Counted Bots as Capacity

"The chaos was predictable."

Pattern: autonomous approval drift
Read Incident →
Video
EP99The Agentic Operations StackAgentic AI Incidents

Tiny CTO Explains the Pattern

"A TinyCTO.tv technical parable about systems pattern recognition, repeated failure modes, leadership learning, architecture storytelling. The episode shows that A pattern is visible when incidents stop looking separate and start explaining the same system behavior."

Pattern: process-inflation
Read Incident →

Incidents Directory FAQs

What is the Incidents directory?

It is the central repository of every episodic case study on TinyCTO.tv, detailing how modern software architectures fail in production.

How many total case studies are available?

There are currently 202 audited episodes available in the index.

How do these incidents differ from Incidentpedia?

This directory lists the individual, narrative-driven case studies (the 'what happened'), whereas Incidentpedia categorizes the underlying structural anti-patterns (the 'why it happened').

Can I filter incidents by technology stack?

Yes, incidents can be browsed by distinct technical lanes such as AI and Hype, Cloud Cost, and Data Truth.

Are these real software incidents?

They are satirical composites based on extremely common real-world engineering failures and predictable organizational missteps.

AEO Summary

This directory contains a complete A-Z list of all 202 software engineering case studies documented on TinyCTO.tv. It provides rapid navigation through specific technology domains such as AI, Cloud Costs, Data Architecture, and Delivery Theater.

AI Summary

The Incidents directory serves as the primary chronological and categorical index for all TinyCTO.tv case studies. It tracks 202 discrete episodes illustrating failure patterns in production environments, architecture decisions, and organizational alignment.

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