Research catalog
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68 sources
Original research source and reading notes: Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of Artificial Intelligence.
Original research source and reading notes: Empirical evidence of Large Language Model's influence on human spoken communication.
Original research source and reading notes: What's DAT? Three Case Studies of Measuring Software Development Productivity at Meta With Diff Authoring Time.
Original research source and reading notes: Is Vibe Coding Safe? Benchmarking Vulnerability of Agent-Generated Code in Real-World Tasks.
Original research source and reading notes: Future of Work with AI Agents: Auditing Automation and Augmentation Potential across the U.S. Workforce.
Original research source and reading notes: Achieving Productivity Gains with AI-based IDE features: A Journey at Google.
Original research source and reading notes: 2026 Agentic Coding Trends Report.
January 21, 2026
Original research source and reading notes: Towards AI-Native Software Engineering (SE 3.0): A Vision and a Challenge Roadmap.
Original research source and reading notes: How AI is transforming work at Anthropic.
December 2, 2025
Original research source and reading notes: State of AI-assisted Software Development 2025.
November 24, 2025
Original research source and reading notes: Virtual Agent Economies.
September 12, 2025
Original research source and reading notes: Anthropic Threat Intelligence Report: August 2025.
Original research source and reading notes: Quantifying large language model usage in scientific papers.
Original research source and reading notes: Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity.
Original research source and reading notes: Measuring AI code assistants and agents.
Original research source and reading notes: The GenAI Divide: State of AI in Business 2025.
Original research source and reading notes: AlphaEvolve: A Gemini-powered coding agent for designing advanced algorithms.
Original research source and reading notes: Measuring Productivity: All Models are Wrong But Some are Useful.
Original research source and reading notes: BitsAI-CR: Automated Code Review via LLM in Practice.
January 25, 2025
10 min
Original research source and reading notes: Meta's Hyperscale Infrastructure: Overview and Insights.
Original research source and reading notes: Review of AI in SDLC report by IT One & Skolkovo.
Original research source and reading notes: Measuring developer productivity with the DX Core 4.
Original research source and reading notes: Enhancing Software Design and Developer Experience Via LLMs.
Original research source and reading notes: Research on Enterprise Business Architecture Design Method Based on Domain-Driven Design.
Original research source and reading notes: Hourly Cost of Downtime - ITIC 2024 Hourly Cost of Downtime Survey Results.
September 3, 2024
Original research source and reading notes: Measuring Developer Goals.
Original research source and reading notes: Agents by Google.
Sep 2024
Original research source and reading notes: Assessing IT Project Success: Perception vs. Reality.
Original research source and reading notes: What Goes Around Comes Around... And Around....
Original research source and reading notes: Cost of a Data Breach Report 2024.
July 30, 2024
Original research source and reading notes: A Prompt Pattern Sequence Approach to Apply Generative AI in Assisting Software Architecture Decision-making.
Original research source and reading notes: Measuring Developer Experience With a Longitudinal Survey.
Original research source and reading notes: AI-Enhanced API Design: A New Paradigm in Usability and Efficiency.
Original research source and reading notes: What Do Developers Want From AI?
Original research source and reading notes: Analyzing The Impact of UML, BPMN, and ArchiMate Integration from User Perspective.
Original research source and reading notes: Rethinking Software Engineering in the Foundation Model Era: From Task-Driven AI Copilots to Goal-Driven AI Pair Programmers.
Original research source and reading notes: Teaching Software Architecture Design - Building Intuition.
Original research source and reading notes: Resolving Code Review Comments with Machine Learning.
Original research source and reading notes: Deductive Software Architecture Recovery via Chain-of-thought Prompting.
Original research source and reading notes: API Governance at Scale.
April 14, 2024
Original research source and reading notes: Secure by Design at Google.
March 4, 2024
Original research source and reading notes: Developer Productivity for Humans, Part 8: Creativity in Software Engineering.
Original research source and reading notes: From Requirements to Architecture: An AI-Based Journey to Semi-Automatically Generate Software Architectures.
Original research source and reading notes: Modular Monolith: Is This the Trend in Software Architecture?.
Original research source and reading notes: Developer Productivity for Humans, Part 7: Software Quality.
Original research source and reading notes: DevEx in Action.
December 31, 2023
Original research source and reading notes: Developer Productivity for Humans, Part 6: Measuring Flow, Focus, and Friction for Developers.
Original research source and reading notes: Developer Productivity for Humans, Part 5: Onboarding and Ramp-Up.
Original research source and reading notes: Build Latency, Predictability, and Developer Productivity.
Original research source and reading notes: Using Architectural Kata in Software Architecture Course: An Experience Report.
Original research source and reading notes: A Model-based, Quality Attribute-guided Architecture Re-Design Process at Google.
Original research source and reading notes: Defining, measuring and managing technical debt.
Original research source and reading notes: Quality Metrics in Software Architecture.
Original research source and reading notes: A Human-Centered Approach to Developer Productivity.
Original research source and reading notes: A Brief Outlook of Enterprise Architecture Role in the Digital Age.
Original research source and reading notes: Predictive Synthesis of API-Centric Code.
Original research source and reading notes: Residuality Theory, random simulation, and attractor networks.
Original research source and reading notes: Practitioners guide to MLOps: A framework for continuous delivery and automation of machine learning.
Original research source and reading notes: The SPACE of Developer Productivity.
February 28, 2021
Original research source and reading notes: Enabling the Study of Software Development Behavior With Cross-Tool Logs.
Original research source and reading notes: Monarch: Google's Planet-Scale In-Memory Time Series Database.
Original research source and reading notes: Adaptive Enterprise Architecture: Towards a model.
Original research source and reading notes: Cross-layer Enterprise Architecture Evaluation: An Approach to Improve the Evaluation of TO-BE Enterprise Architecture.
Original research source and reading notes: The issue of monorepo and polyrepo in large enterprises.
Original research source and reading notes: DevOps Metrics. Your biggest mistake might be collecting the wrong data.
Dec 2017
Original research source and reading notes: Large-Scale Automated Refactoring Using ClangMR.
Original research source and reading notes: What Is Your Definition of Software Architecture.
December 31, 2010
Original research source and reading notes: A Tool for Process Merging in Business-Driven Development.
Material from the previous catalog without a source record of its own: year-in-review posts, interviews, collections and methodology briefs. Each keeps its full text on its own route.
Translated metadata for an archived brief of Andrej Karpathy's 2025 LLM year in review.
Translated metadata for an archived brief of Google's account of integrating AI into software engineering workflows.
Translated metadata for an archived brief of Andy Pavlo's 2025 database industry retrospective.
Translated metadata for an archived brief of Google's short presentation on SRE for AI systems and AI for SRE.
Translated metadata for the archived RIMS #7 interview on architecture governance, metrics, standards, process evolution, and platforms.
Translated metadata for the nine-part IEEE Software collection on human-centered developer productivity.
Translated onboarding metadata for building a repeatable question-to-paper-to-engineering-decision research habit with ACM resources.
Translated metadata for a comparison between the classic jam experiment and later meta-analytic evidence.
Translated metadata for a migrated brief on how DORA designs surveys, validates constructs, and separates delivery metrics from causal claims.
Translated metadata for a migrated brief on how a DORA report is assembled: survey scope, the three survey paths, and yearly performance clustering.
