~/talks

Charity Majors

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titleconferencedate
AI IN SRE: HYPE VS REALITY IN 2026AI SRE Summit 20262026-05-12
Panelists report concrete wins and limits: auto-generating postmortems, Slack-thread TLDRs and documentation-from-code cut toil and drop MTTD/MTTR; narrow…
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What Handcrafted Servers Taught Us About Handcrafted CodeEnterprise AI Summit Spring 20262026-04-09
Argues that maintenance cost, not creation, defines software value and that mutability is the enemy of understanding; claims disposable AI‑generated snippets…
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In praise of “normal engineers”LDX3 London 20252025-06-16
Argues that excellence comes from systems not unicorn hires and claims a huge competitive advantage from designing for normal engineers who can ship, observe…
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Build “boring” engineering orgsCraft Conference 20252025-05-29
Argues that companies gain a competitive edge by making ordinary engineers productive through concrete changes: keep a short deploy interval (avoid six‑month…
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AIOps: Prove It! An Open Letter to Vendors Selling AI for SREsSREcon25 Americas2025-03-25
Vendors selling AI for SREs must show data, failure modes, and exactly what was built and tested — not slogans like “your new SRE.” The talk demands concrete…
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Keynote: The Socio-technical Elements that Make Good PlatformsCode BEAM America 20252025-03-06
Platform engineering works when teams own code in production, are on call for it, and get tooling and permission to change things; Honeycomb moves from one…
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Observability Is Due for a Version Change; Are You Ready for It?C3 Dev Festival 20242024-06-14
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Is It Time To Version Observability? (Signs Point To Yes)GOTO Amsterdam 20242024-06-10
Argues that we need Observability 2.0: a single source of truth of arbitrarily wide structured log events from which you can derive metrics, logs, and traces…
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Keynote: Observability is due for a version change; Are you ready for it?CTO Craft Con: London 20242024-05-08
Argues that the industry is moving from metric/three-pillar Observability 1.0 to a breakingly different Observability 2.0 where a single source of truth is…
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Is It Already Time To Version Observability? (Signs Point To Yes.)SREcon24 Americas2024-03-18
Argues observability needs a major-version bump: Observability 2.0 replaces fragmented metrics+logs+traces with a single source of truth of wide structured…
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Compliance & Regulatory Standards Are NOT Incompatible with Modern Development..SREcon24 Americas2024-03-18
Argues that no law forbids practices like continuous deployment, observability-driven development, feature flags or testing in production and shows real-world…
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.NET Rocks LiveNDC Porto 20232023-10-16
Claims that observability must use one wide structured event per request and that tracing should be span-based, not metric-only; recommends OpenTelemetry and…
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Compliance & Regulatory Standards are NOT Incompatible with Modern DevelopmentNDC Porto 20232023-10-16
Regulations and frameworks require outcomes, not specific processes, so teams implement testing in production, observability, feature flags and CI/CD as…
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The Engineer/Manager Pendulum Goes MainstreamSREcon23 Europe/Middle East/Africa2023-10-10
Argues that switching between engineering and management is now common and urges companies to build policies to support it, with concrete rules: engineer first…
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The Death of DevOps Has Been Greatly Exaggerated, but Platform Engineering Is Here To StayDevOpsDays NYC 20232023-06-06
Argues DevOps isn’t dead but a new phase is rising: platform engineering becomes the layer that abstracts infrastructure, treats developer productivity as its…
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The Sociotechnical Path to High-Performing TeamsGOTO Chicago 20232023-05-22
Argues that the gap between elite and average teams comes from sociotechnical feedback loops, not raw engineering skill, and recommends tracking DORA metrics…
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Founder/CTO Perspectives: The Future of Distributed TracingSREcon23 Americas2023-03-21
Compares Honeycomb, Sentry and Stanza approaches and makes concrete claims: arbitrarily wide structured data becomes the canonical source of truth from which…
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Shipping software should be boringAWS re:Invent 20222022-11-28
Claim: shipping should be boring so teams deploy often and catch bugs fast. Live demo deploys Bee Pong through Honeycomb and AWS tooling to production in about…
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Optimizing price performance with feature management and observability (PRT259)AWS re:Invent 20222022-11-28
Honeycomb migrates production workloads from x86-64 to AWS Graviton2 on EC2 and Lambda using progressive delivery with LaunchDarkly feature flags and Honeycomb…
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Overcoming migration hurdlesAWS re:Invent 20222022-11-28
Migrating general compute to AWS Graviton cuts costs and raises throughput by switching compiled artifacts and CI builds to Arm instances; CircleCI supports…
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On call does not have to suckLeadDev Berlin 20222022-11-02
Argues that owning code and redesigning alerts makes on‑call sustainable: adopt event‑level observability, feature flags and auto‑deploy to a small percentage…
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Observability: Building Confidence & Answering the What, Where, How{unscripted} 20212021-06-16
Defines observability as being able to understand any system state from outside and contrasts it with monitoring, names Honeycomb, Prometheus, Datadog and…
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I Test In ProductionEuRuKo 20192019-06-21
Argues that testing in production is inevitable and often superior, because staging never matches real users and emergent failures are common. Recommends…
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Fueling system discovery with observabilityO'Reilly Velocity Conference in New York 20182018-10-01
Observability reframes monitoring by collecting wide structured events that keep full context so engineers can derive metrics from events rather than the…
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Observability for Emerging Infra: What Got You Here Won’t Get You ThereJazoon TechDays Autumn 20182018-09-06
Argues that observability ≠ monitoring and proves it with Parse’s rescue using Facebook’s Scuba: shipping raw event datasets let engineers slice by user ID and…
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Observability for Emerging Infra: What Got You Here Won't Get You ThereFull Stack Fest 20182018-09-03
Argues that traditional metrics and dashboards fail because they destroy context and prevent asking new questions, shows Facebook’s Scuba cutting debug time…
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Observability for Emerging Infra: What Got You Here Won't Get You ThereSREcon18 Europe/Middle East/Africa2018-08-29
Modern infra breaks dashboards and metrics; observability is the ability to ask new questions of raw, wide events not metrics and get answers. Build structured…
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Observability-Driven DevelopmentGopherCon Europe - Iceland 20182018-06-01
Argues that TDD alone is insufficient and promotes observability-driven development using real production data; describes the Parse Ruby→Go rewrite and a…
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Observability: it's not just an ops thingNDC London 20182018-01-15
Argues that traditional monitoring (alerts + dashboards) only answers known questions and that true observability requires scuba-like high-cardinality querying…
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Cloud-Native Data: What is it? - Majors, Dunlap, O’Grady, Richardson, DrewitzSpringOne Platform 20172017-12-04
Panel argues cloud-native data needs automation and APIs in all the right places so schema changes and stored procedures stop being blockers, cites Delphix for…
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Observability for Emerging Infra: What Got You Here Won't Get You ThereStrange Loop 20172017-09-28
Argues that LAMP-era metrics fail for modern, chaotic systems and claims observability needs raw, contextual events not aggregated numbers; says average API…
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Database Reliability EngineeringPercona Live Open Source Database Conference Europe 20172017-09-25
Book frames database work as reliability engineering and uses concrete examples from MySQL, PostgreSQL, MongoDB, Cassandra and a Facebook RocksDB rollout to…
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A young lady's illustrated primer to technical decision makingVelocity 2016 Santa Clara2016-06-20
Claims that the rush to glue together third-party platforms and services massively raises system complexity, that many new solutions are not battle‑hardened…
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Building World Class Ops Teamsdevopsdays Chicago 20152015-08-30
Bootstraps an ops team only when facing hard problems like extreme reliability or rapid growth, not just to offload boring work; examples include Instagram…
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