Evidence

Format Online paper / PDF

"Developer productivity cannot be adequately represented by a single metric or dimension"

View Source

Location PART 2 - FOUR HIDDEN CHIMNEYS CHAPTER 8: THE SHIELD OF SCREWTAPE Shielding Reinvented

Source title The SPACE of Developer Productivity: There’s more to it than you think

Source authors Nicole Forsgren; Margaret-Anne Storey; Chandra Maddila; Tom Zimmermann; Brian Houck; Jenna Butler

Source year 2021

Confidence high

Importance high

Format Video / YouTube Embed

"Engineering metrics are more useful as feedback mechanisms than as direct judgments of developer productivity"

Location PART 2 - FOUR HIDDEN CHIMNEYS CHAPTER 8: THE SHIELD OF SCREWTAPE Shielding Reinvented

Source title Everything Wrong With Developer Productivity Metrics

Source authors Adam Berry; Ankit Jain

Source year 2025

Confidence high

Importance high

Format Video / YouTube Embed

"Repository activity captures only part of the work software engineers actually perform"

Location PART 2 - FOUR HIDDEN CHIMNEYS CHAPTER 8: THE SHIELD OF SCREWTAPE Shielding Reinvented

Source title Everything Wrong With Developer Productivity Metrics

Source authors Adam Berry; Ankit Jain

Source year 2025

Confidence high

Importance high

Format Video / YouTube Embed

"Adam Berry uses the term Metrics Industrial Complex for the ecosystem of tools producing large engineering-metrics dashboards"

Location PART 2 - FOUR HIDDEN CHIMNEYS CHAPTER 8: THE SHIELD OF SCREWTAPE Shielding Reinvented

Source title Everything Wrong With Developer Productivity Metrics

Source authors Adam Berry; Ankit Jain

Source year 2025

Confidence high

Importance high

Format Web Page

"Paul Graham argues that measuring good software design is much harder than measuring simple output proxies"

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Location PART 2 - FOUR HIDDEN CHIMNEYS CHAPTER 8: THE SHIELD OF SCREWTAPE Shielding Reinvented

Source title Hackers and Painters

Source authors Paul Graham

Source year 2003

Confidence high

Importance high

Format Web Page

"Paul Graham recounts that Yahoo treated programmers as technicians translating product managers’ visions into code"

View Source

Location PART 2 - FOUR HIDDEN CHIMNEYS CHAPTER 8: THE SHIELD OF SCREWTAPE Shielding Reinvented

Source title Hackers and Painters

Source authors Paul Graham

Source year 2003

Confidence high

Importance high

Format Web Page

"Paul Graham frames programmers as makers who design software rather than merely technicians who implement specifications"

View Source

Location PART 2 - FOUR HIDDEN CHIMNEYS CHAPTER 8: THE SHIELD OF SCREWTAPE Shielding Reinvented

Source title Hackers and Painters

Source authors Paul Graham

Source year 2003

Confidence high

Importance high

Format Podcast / Spotify embed

"Matt Watson argues that engineers’ knowledge of both code and product makes them valuable participants in product decisions"

Location PART 2 - FOUR HIDDEN CHIMNEYS CHAPTER 8: THE SHIELD OF SCREWTAPE Shielding Reinvented

Source title Building a High-Ownership Engineering Culture with Matt Watson

Source authors Sean Falconer; Matt Watson

Source year 2025

Confidence high

Importance high

Format Podcast / Spotify embed

"Matt Watson argues that shielding engineers from surrounding work can reduce their visibility into purpose and outcomes"

Location PART 2 - FOUR HIDDEN CHIMNEYS CHAPTER 8: THE SHIELD OF SCREWTAPE Shielding Reinvented

Source title Building a High-Ownership Engineering Culture with Matt Watson

Source authors Sean Falconer; Matt Watson

Source year 2025

Confidence high

Importance high

Format Podcast / Spotify embed

"Matt Watson describes companies adding product, QA, and DevOps roles so engineers could focus on implementing requirements"

Location PART 2 - FOUR HIDDEN CHIMNEYS CHAPTER 8: THE SHIELD OF SCREWTAPE Shielding Reinvented

Source title Building a High-Ownership Engineering Culture with Matt Watson

Source authors Sean Falconer; Matt Watson

Source year 2025

Confidence high

Importance high