~/talks

Justin Reock

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titleconferencedate
Leadership in AI-assisted engineeringPlatformCon 2026 Live Day New York2026-06-25
Fresh telemetry shows 95% telemetry adoption and regular AI users reporting ~6 hours saved per week, while a local daemon reports 50% of merged code…
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The state of AI in software development: Insights across 400+ organizationsLDX3 London 20262026-06-02
Quarterly data from 460+ companies and 190,000 engineers shows 93% adoption with shadow AI pushing that higher, regular users saving ~4.7 hours/week and daily…
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Rebuilding Platforms for the ADLC - Justin ReockPlatform Engineering Day Europe 20262026-03-23
Platform teams must rebuild for the ADLC by measuring utilization, impact, and cost with the DX AI measurement framework, instrumenting PR throughput, change…
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The Evolving Role of Platform Teams in the AI EraBackstageCon NA 20252025-11-10
Platform teams must treat AI rollout as measurable product: DX reports a 7% increase in documentation quality and a typical code maintainability lift of 3%…
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Leadership in AI-assisted engineeringLeadDev New York 20252025-10-15
Claims are concrete: measured averages show a 2.6% change confidence gain and about a 1% decrease in change failure rate, while per-company results swing ±20%…
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DevOps, 12 Factor and Platform EngineeringConnect.Tech 20242024-11-18
Links DevOps to Deming and Goldratt and claims throughput (not headcount) drives value, so reduce WIP and shorten Hands-on-keyboard→production. Recommends…
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DevOps, 12-Factor, & Platform EngineeringIDPCON NYC 20242024-10-24
Traces DevOps to the Theory of Constraints, argues throughput beats cost, and shows how 12‑Factor apps reduce deployment friction; demonstrates an Internal…
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DevOps, 12-Factor, and Platform EngineeringConf42 Platform Engineering 20242024-09-05
Claims that throughput—not cost—is the key metric and ties that to theory of constraints with historical anchors (2009 coinage and decades of provenance)…
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Speeding up Jenkins, Gradle, and Maven with a Build CacheJ-Fall 20232023-11-09
Claim: enabling Gradle or Maven build cache cuts clean build+test time dramatically — demos show a Gradle project dropping from ~4s to sub‑second by pulling…
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Breeding 10x Developers with Developer Productivity EngineeringJ-Fall 20232023-11-09
Claims that 10x engineers are mythical but 10x organizations are real backed by the Coding Wars finding of ~10:1 top to bottom developers and an ~11x gap…
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DevOps, 12 Factor, and Open SourceJCON Europe 20232023-06-20
Connects Theory of Constraints to software: cutting cycle time is the real performance lever, not headcount. Recommends 12-Factor for portable microservices…
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Developer Productivity Engineering Deep DiveJCON Europe 20232023-06-20
Argues concrete DPE wins: a build cache (Gradle/Maven) reuses task outputs to cut builds — demo shows ~70% local time saved — and remote cache +…
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Developer Productivity Engineering - Extended SessionDevoxx France 20232023-04-12
Claims that developer productivity improves by fixing feedback-cycle bottlenecks with concrete tools and metrics, not pep talks: build caching (local + remote)…
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Superman or Ironman - Can Anyone be a 10x Developer?Open Source in Finance Forum New York 20222022-12-08
Argues that “10x” developers are manufactured by environment not born, citing the 1977 Coding War Games with >600 developers across 92 companies where best vs…
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Developer Experience: It’s Time to Start ComplainingDevOps Enterprise Summit 20222022-10-18
Claims that developer productivity engineering reduces toil by measuring and fixing concrete bottlenecks: teams find local build times often nea rly invisible…
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Developer Productivity Engineering – The Next Big Thing in Software DevelopmentJfokus 20222022-05-02
Claims that developer productivity engineering can improve dev efficiency up to 10x and returns measurable engineering days by shaving build minutes into…
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Linux 101All Things Open 20202020-10-19
Promises a practical path: claims that Linux’s power is the command line and scriptability, shows kernel.org and GPL provenance, names git and Red Hat and IBM…
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BoF: Getting Started with Node.jsOpen Source Summit + Embedded Linux Conference North America 20192019-08-21
Explains Node.js as V8 plus a libuv event loop that runs multiple V8 instances to achieve async concurrency, warns of a 1.7 GB limit per process, and…
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Getting Started with Node.jsKubeCon + CloudNativeCon + Open Source Summit China 20192019-06-24
Overview of Node.js architecture and practical startup steps with demos: explains the libuv event loop layered on Chrome V8, notes the 1.7 GB V8 memory limit…
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Getting Started with Node.jsKubeCon + CloudNativeCon China 20192019-06-24
Introduces Node.js architecture with concrete details: Chrome’s V8 plus a libuv event loop and node-specific bindings that let apps fork worker V8 instances…
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