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engineering management

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dbaplus Community
dbaplus Community
Sep 13, 2026 · R&D Management

Uber EM Reveals 14 Principles for System Design, Team Leadership & Career Transition

Uber engineering manager Sendil Nellaiyapen shares 14 hard-won principles covering system design foundations, scaling from thousands to millions, MVP trade-offs, clarity over seniority, avoiding experience traps, hypothesis-driven culture, latency misconceptions, guardrails for autonomy, and the mindset shift from engineer to manager.

Career TransitionMVPSystem Design
0 likes · 24 min read
Uber EM Reveals 14 Principles for System Design, Team Leadership & Career Transition
DeepNoMind
DeepNoMind
Aug 16, 2026 · R&D Management

Why Early Teams Need Great Engineers, Not More Management

The article argues that seed‑ and Series‑A engineering teams should stop adding management processes and instead focus on hiring self‑driven engineers, keeping communication lightweight, protecting deep‑work time, and only introducing formal structures when the team grows beyond 20 members.

R&D managementearly-stage startupsengineering management
0 likes · 14 min read
Why Early Teams Need Great Engineers, Not More Management
Continuous Delivery 2.0
Continuous Delivery 2.0
Aug 13, 2026 · Industry Insights

Can AI Fix the Architectural Pitfalls That Are Driving Teams to Quit?

The article enumerates eight common architectural flaws—ranging from microservice over‑splitting to missing automation—that cripple development, inflate cognitive load, and trigger talent loss, and asks whether AI can help resolve these systemic issues.

AI solutionsengineering managementsoftware architecture
0 likes · 7 min read
Can AI Fix the Architectural Pitfalls That Are Driving Teams to Quit?
21CTO
21CTO
Aug 8, 2026 · R&D Management

Rust Team Issues AI Coding Policy: Allow LLMs but Ban “Pseudo‑Effort Signals”

The Rust project introduced a detailed LLM usage policy that permits AI for analysis while forbidding AI‑generated code creation, outlines five mandatory rules for AI‑derived contributions, sets safety red lines for security‑critical changes, and explains the community’s reaction and broader governance implications.

AICode ReviewLLM
0 likes · 6 min read
Rust Team Issues AI Coding Policy: Allow LLMs but Ban “Pseudo‑Effort Signals”
Ubiquitous Tech
Ubiquitous Tech
Jul 12, 2026 · R&D Management

Why Top Engineers Should Shift from Writing Code to Building Pipelines in the AI Coding Era

The article analyzes how AI coding dramatically boosts individual output but fails to improve organizational delivery, exposing hidden communication bottlenecks and proposing an AI‑Native redesign—three core design principles, a multi‑layered Harness system, and AI Agents—to transform engineering teams into high‑throughput, low‑friction production pipelines.

AI AgentsAI codingHarness
0 likes · 40 min read
Why Top Engineers Should Shift from Writing Code to Building Pipelines in the AI Coding Era
samdeepthink
samdeepthink
Jul 7, 2026 · R&D Management

How to Conduct Fair Team Performance Reviews: A Manager’s Playbook

A manager explains the performance review process, why results are rarely changed after publication, how adjustments are made with the CTO, and offers concrete advice on asking the right questions, setting specific goals, and maintaining continuous feedback throughout the year.

career developmentengineering managementfeedback
0 likes · 6 min read
How to Conduct Fair Team Performance Reviews: A Manager’s Playbook
Infinite Tech Management
Infinite Tech Management
May 24, 2026 · R&D Management

Eight Years In, Got a Cainiao P6 Offer – Should You Take It?

An experienced engineer weighs a Cainiao P6 offer, examining whether the role represents a platform upgrade or a career downgrade by evaluating platform fit, growth potential, opportunity cost, common pitfalls, and personal readiness for a two‑year capability rebuild.

P6Software Engineeringbig tech
0 likes · 13 min read
Eight Years In, Got a Cainiao P6 Offer – Should You Take It?
Machine Heart
Machine Heart
May 24, 2026 · Industry Insights

Meta Layoff Survivors Face a Dilemma: Stay Under New Roles or Leave?

After Meta’s latest round of massive layoffs, engineers like former manager Sam Voigt are being forced back to individual contributor roles while top infrastructure talent is reassigned to AI data‑labeling, sparking debate over flattening, de‑layering, and a possible natural attrition strategy to avoid severance costs.

AIMetaOrganizational Restructuring
0 likes · 5 min read
Meta Layoff Survivors Face a Dilemma: Stay Under New Roles or Leave?
DeepNoMind
DeepNoMind
May 12, 2026 · R&D Management

Managing Engineering Teams in the AI Era: Rethinking Processes, Structure, and Metrics

Fiona Fung explains how the Claude Code team shifted from code‑centric bottlenecks to verification, review, cross‑functional collaboration and safety, cutting outdated processes, flattening the org, leveraging Claude for PR automation, shifting left testing, and measuring impact with new onboarding, PR‑cycle, and AI‑assisted commit metrics.

AIClaude CodeFlat Organization
0 likes · 18 min read
Managing Engineering Teams in the AI Era: Rethinking Processes, Structure, and Metrics
TechVision Expert Circle
TechVision Expert Circle
Apr 4, 2026 · R&D Management

Why Misunderstanding “Power” Is the Real Ceiling for Engineers

The article argues that many skilled engineers hit an invisible ceiling not because of technical ability but due to a flawed view of power, explaining how decision‑making, resource allocation, and influence are essential for modern tech leadership and offering a step‑by‑step path from expert to decision‑maker.

career developmentdecision-makingengineering management
0 likes · 14 min read
Why Misunderstanding “Power” Is the Real Ceiling for Engineers
TechVision Expert Circle
TechVision Expert Circle
Mar 16, 2026 · R&D Management

The One Thing a CTO Must Do for Real Strategy Execution

The article explains why strategic execution often stalls at the “last mile,” identifies three root causes, and proposes a bidirectional translation mechanism powered by AI agents that lets CTOs continuously align engineering work with business goals, illustrated with a retail case study.

AI AgentCTOOKR
0 likes · 11 min read
The One Thing a CTO Must Do for Real Strategy Execution
phodal
phodal
Mar 10, 2026 · Industry Insights

Why AI Needs a New Engineering Paradigm: From Human‑First to Agent‑Aware Systems

The article analyzes how generative AI is reshaping software development, exposing the mismatch between AI's rapid code generation and traditional human‑centric engineering processes, and proposes a new "Harness Engineering" model that emphasizes system readability, defensive boundaries, and continuous feedback loops for safe AI‑assisted coding.

Agent SystemsDevOpsengineering management
0 likes · 13 min read
Why AI Needs a New Engineering Paradigm: From Human‑First to Agent‑Aware Systems
TechVision Expert Circle
TechVision Expert Circle
Feb 25, 2026 · R&D Management

The Most Valuable CTOs Are Those Who Can Design Organizations

The article argues that a CTO's true value lies in mastering organization design—aligning team structures, decision rights, culture, and talent density—to keep technical systems evolving and teams resilient during rapid growth, rather than relying solely on personal coding prowess.

CTOConway's lawOrganization Design
0 likes · 12 min read
The Most Valuable CTOs Are Those Who Can Design Organizations
Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
Nov 10, 2025 · R&D Management

How AI Is Redefining Engineering Teams: From Code Monkeys to Value Creators

In the AI‑native era, engineers spend most of their time on meetings and coordination rather than coding, prompting a shift toward networked, task‑oriented teams where AI acts as a collaborative agent, enabling smaller, high‑output groups that focus on value creation instead of mere implementation.

AIengineering managementsoftware development
0 likes · 9 min read
How AI Is Redefining Engineering Teams: From Code Monkeys to Value Creators
21CTO
21CTO
Aug 25, 2025 · R&D Management

Why Engineering Managers Remain Crucial in the Age of AI Agents

Even as AI agents become commonplace, the article argues that skilled engineering managers are still essential for bridging technology and business, guiding development teams, handling interpersonal challenges, and ensuring that software delivers real customer value.

AI AgentsR&Dengineering management
0 likes · 7 min read
Why Engineering Managers Remain Crucial in the Age of AI Agents
21CTO
21CTO
Jul 14, 2025 · R&D Management

Why I Quit Management to Code Again—and What It Taught Me About Real Leadership

The author recounts leaving a high‑risk product management role at DocuSign to return to hands‑on coding, revealing how the shift reshaped his view of leadership, highlighted the challenges of engineering management, and offered practical insights for developers navigating career transitions between coding and management.

Career Transitionengineering managementleadership
0 likes · 9 min read
Why I Quit Management to Code Again—and What It Taught Me About Real Leadership
21CTO
21CTO
Mar 31, 2025 · R&D Management

Building a Scalable Engineering Manager Career Path

Katherine Spice explains how organizations can design effective engineering‑manager career frameworks, compare internal development versus external hiring, define clear responsibilities across people, culture, delivery and technology, and use measurable signals and reversible role transitions to grow successful engineering leaders.

Talent acquisitioncareer developmentengineering management
0 likes · 14 min read
Building a Scalable Engineering Manager Career Path
21CTO
21CTO
Aug 29, 2024 · R&D Management

What Makes a Great Engineering Manager? Insights from Microsoft’s Substrate Team

Nick Cosentino shares practical engineering‑manager lessons—from situational leadership and building trust to balancing personal code contributions with team growth, navigating future manager roles, leveraging AI, and maintaining work‑life balance—drawn from his experience at Magnet Forensics and Microsoft.

engineering managementleadershipsoftware development
0 likes · 21 min read
What Makes a Great Engineering Manager? Insights from Microsoft’s Substrate Team
Continuous Delivery 2.0
Continuous Delivery 2.0
Jul 24, 2024 · R&D Management

Understanding DORA Metrics and Their Business Implications

The article explains the four core DORA metrics—deployment frequency, change failure rate, mean time to recovery, and lead time for changes—highlighting their focus on speed and stability, their limited business relevance, and proposes using leading indicators and broader measures to align engineering performance with business outcomes.

DORADevOpsbusiness-outcomes
0 likes · 5 min read
Understanding DORA Metrics and Their Business Implications
Programmer DD
Programmer DD
Jun 21, 2024 · Frontend Development

What Front‑End Engineers Must Know About Career Growth and Team Management

In this interview, veteran front‑end engineer Winter shares his journey, explains the true scope of front‑end work, discusses the engineering challenges of large‑scale products, outlines the programmer career ladder, and offers candid thoughts on team trust, work culture, and personal planning.

996Front-endcareer development
0 likes · 14 min read
What Front‑End Engineers Must Know About Career Growth and Team Management
Tencent Cloud Developer
Tencent Cloud Developer
Feb 27, 2024 · R&D Management

How to Set OKRs for Software Developers: A Technical Leader's Framework

The article proposes a technical‑leader framework for developer OKRs that prioritizes business outcomes over raw output, defining “awesome” as the sum of high efficiency, high quality, and long‑term sustainability, and urging measurable, outcome‑focused KRs that emphasize team‑wide results rather than individual line counts.

OKRdeveloper performanceengineering management
0 likes · 8 min read
How to Set OKRs for Software Developers: A Technical Leader's Framework
Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
Jan 18, 2024 · R&D Management

Beyond Coding: Engineer Self‑Iteration and Growing with the Organization

In a fast‑changing workplace, engineers must pursue self‑success, cooperation and empowerment by developing small and big T‑shaped skills, mastering clear goal‑setting, meeting structures, and the WWH perspective, while leveraging AIGC as a tool, to continuously iterate toward leadership and meaningful career growth.

T-shaped talentcareer developmentengineering management
0 likes · 14 min read
Beyond Coding: Engineer Self‑Iteration and Growing with the Organization
21CTO
21CTO
Nov 6, 2022 · Fundamentals

Why Code Line Count Is a Misleading Metric for Engineer Performance

The article critiques Elon Musk's use of code line counts to measure Twitter engineers, explains why this metric fails to capture true engineering value, and offers practical advice for developers facing layoffs and focusing on high‑impact, low‑code work.

code qualityengineering managementlayoffs
0 likes · 6 min read
Why Code Line Count Is a Misleading Metric for Engineer Performance
Continuous Delivery 2.0
Continuous Delivery 2.0
Oct 11, 2022 · R&D Management

When to Transition from Senior Engineer to Management: A Self‑Assessment Guide

The article advises software engineers to assess their programming passion, reach senior engineer level, maintain technical knowledge, and only shift to management when their technical skills are strong, emphasizing timing, skill retention, and seizing the right opportunity for a successful career transition.

CareerCareer TransitionTechnical Skills
0 likes · 6 min read
When to Transition from Senior Engineer to Management: A Self‑Assessment Guide
DeWu Technology
DeWu Technology
Sep 16, 2022 · R&D Management

Technical Growth Path: From Engineer to Architect and Leader

The article maps a technical professional’s journey from engineer to architect and leader, urging deep mastery of code and business logic, proactive incident handling, defensive design, domain expertise, broad architectural thinking, and balanced leadership skills to achieve sustainable career growth.

career developmentengineering managementskill improvement
0 likes · 21 min read
Technical Growth Path: From Engineer to Architect and Leader
21CTO
21CTO
Sep 6, 2022 · R&D Management

7 Critical Mistakes New CTOs Make and How to Avoid Them

This article outlines the most common mistakes new CTOs make—from mismatched skills and resources to neglecting monitoring and responsibility—and offers practical guidance on how to align engineering teams, balance vertical and horizontal tasks, and lead startups effectively.

CTOengineering managementstartup
0 likes · 10 min read
7 Critical Mistakes New CTOs Make and How to Avoid Them
Liangxu Linux
Liangxu Linux
Aug 21, 2022 · R&D Management

How to Reach Alibaba P7: Salary, Skills, and Career Roadmap

This guide breaks down Alibaba's P7 level, detailing typical salary ranges, the differences between P6 and P7 responsibilities, and the technical, business, and soft‑skill competencies required to earn the title, plus practical steps to prepare for interviews and career growth.

P7career-progressionengineering management
0 likes · 14 min read
How to Reach Alibaba P7: Salary, Skills, and Career Roadmap
Continuous Delivery 2.0
Continuous Delivery 2.0
Aug 6, 2021 · R&D Management

Consistency as the Essential Path to R&D Efficiency

The talk explains that achieving consistency in development processes, tool platforms, and personnel capabilities is essential for scaling software organizations without losing productivity, describing entropy, random complexity, the EPC model, and CLCT metric as practical ways to improve R&D efficiency.

DevOpsconsistencyengineering management
0 likes · 19 min read
Consistency as the Essential Path to R&D Efficiency
Laravel Tech Community
Laravel Tech Community
Apr 10, 2021 · R&D Management

Why Engineering Managers Still Want to Write Code

The article explores why engineering managers often feel compelled to keep coding, discussing the motivational pull of programming, the challenges of slower feedback loops in management, future career considerations, and how acknowledging these feelings can help balance technical passion with leadership responsibilities.

career developmentcoding motivationengineering management
0 likes · 8 min read
Why Engineering Managers Still Want to Write Code
Byte Quality Assurance Team
Byte Quality Assurance Team
Mar 24, 2021 · R&D Management

Google's Software Engineering in Test (SET) Role: Methodology, Certification, and Hiring Practices

This article analyzes Google's Software Engineering in Test (SET) role, detailing core testing principles, small-medium-large test classifications, continuous integration optimizations, team-level quality certification frameworks, and strategic interview methodologies for evaluating engineering candidates.

Google Engineering PracticesSET Roleengineering management
0 likes · 13 min read
Google's Software Engineering in Test (SET) Role: Methodology, Certification, and Hiring Practices
Efficient Ops
Efficient Ops
Mar 22, 2021 · Operations

Boosting Operational Efficiency: Process, Tools, and Engineering Insights

This article explores practical ways to improve operational efficiency by examining process optimization, tool adoption, quality considerations, and engineering practices, highlighting real-world examples like OA, CICD, Spring Cloud, Java, and Kubernetes while emphasizing shared value and cultural factors.

efficiencyengineering managementoperations
0 likes · 7 min read
Boosting Operational Efficiency: Process, Tools, and Engineering Insights
Didi Tech
Didi Tech
Jan 26, 2021 · R&D Management

Recap of Didi Open Source Annual Conference 2021 – Highlights, Statistics, and Awarded Projects

At the 2021 Didi Open‑Source Summit, leaders highlighted 2020’s breakthroughs—including 63 released projects earning 72,000 GitHub stars, top‑five Chinese and global‑top‑100 rankings, major contributions such as the DELTA NLP donation and mask‑detection tool—while unveiling a dual‑cycle internal strategy, a new Didi Open‑Source Foundation, award‑winning projects like DoKit, and the company’s new Apache Software Foundation Silver Membership.

AwardDidiTechGitHub
0 likes · 6 min read
Recap of Didi Open Source Annual Conference 2021 – Highlights, Statistics, and Awarded Projects
21CTO
21CTO
Mar 6, 2020 · R&D Management

What Makes Netflix’s Engineering Culture So Powerful? 8 Key Principles

This article explores Netflix’s renowned engineering culture, outlining eight core principles—from hiring only adults to paying strictly for value—that explain how the company fosters freedom, responsibility, and high performance among its teams.

Netflix cultureSilicon Valleycompany culture
0 likes · 7 min read
What Makes Netflix’s Engineering Culture So Powerful? 8 Key Principles
Bitu Technology
Bitu Technology
Feb 2, 2020 · R&D Management

Remote Work Practices and Collaboration Model at Tubi Beijing Team

This article shares Tubi Beijing's extensive remote‑working experience, comparing communication challenges to distributed system problems and offering practical strategies—such as asynchronous messaging, task‑queue management, regular cross‑site visits, and collaborative tools—to improve trust, efficiency, and team cohesion across time zones.

Remote Workasynchronous communicationcollaboration tools
0 likes · 12 min read
Remote Work Practices and Collaboration Model at Tubi Beijing Team
21CTO
21CTO
Mar 12, 2019 · R&D Management

Why Great Engineers Must Learn to Let Go: Delegation Secrets for R&D Leaders

The article explains how engineers can transition from building every detail to mentoring, delegating, and letting go of projects, emphasizing trust, avoiding over‑involvement, and fostering team growth for healthier, more productive engineering leadership.

delegationengineering managementleadership
0 likes · 12 min read
Why Great Engineers Must Learn to Let Go: Delegation Secrets for R&D Leaders
Alibaba Cloud Developer
Alibaba Cloud Developer
Aug 20, 2018 · R&D Management

Why Technical KPIs Matter: Boost Engineering Quality and Team Growth

The article argues that over‑emphasizing business at the expense of technology harms system robustness, proposes quantifying technical KPIs across business, technical, and team contributions, and offers concrete metrics and examples to help engineering leaders restore a tech‑focused culture.

R&D managementengineering managementsoftware quality
0 likes · 8 min read
Why Technical KPIs Matter: Boost Engineering Quality and Team Growth
Meituan Technology Team
Meituan Technology Team
Apr 12, 2018 · R&D Management

Continuous Learning and Growth for Engineers: Principles, Common Confusions, and the Architect Skill Model

The article outlines how engineers can sustain continuous learning amid heavy workloads and rapid tech change by applying four proven principles—persistence, hands‑on practice, communication, and systematic summarization—while dispelling common career myths and introducing a seven‑skill architect model covering programming, debugging, deployment, performance, business architecture, online operations, and management.

Continuous Learningcareer developmentengineering management
0 likes · 30 min read
Continuous Learning and Growth for Engineers: Principles, Common Confusions, and the Architect Skill Model
ITPUB
ITPUB
Dec 6, 2017 · R&D Management

How to Keep Developers Engaged and Beat Boredom at Work

The article shares practical cultural strategies—short task rotations, full‑stack exposure, regular open discussions, automation, micro‑service architecture, open‑source focus, diverse hiring, and social activities—to prevent developer boredom and maintain high motivation across engineering teams.

developer motivationdiversity hiringengineering management
0 likes · 14 min read
How to Keep Developers Engaged and Beat Boredom at Work
21CTO
21CTO
May 8, 2016 · R&D Management

90‑Day Engineer‑to‑Manager Transition Plan: From Code to Leadership

This article presents a practical 90‑day roadmap for engineers stepping into their first technical management role, covering why a plan is essential, the three phases of knowledge building, rhythm finding, and self‑assessment, plus concrete advice on communication, mentorship, meeting management, and evaluating personal fit.

90‑day planCareer TransitionTechnical Management
0 likes · 27 min read
90‑Day Engineer‑to‑Manager Transition Plan: From Code to Leadership
21CTO
21CTO
Feb 4, 2016 · Fundamentals

12 Essential Rules for Successful Architecture Refactoring by Uber’s Raffi Krikorian

This article presents Uber engineering leader Raffi Krikorian’s twelve practical rules for planning, executing, and validating architecture refactoring, covering purpose definition, incremental delivery, data handling, technical debt, technology choices, pressure management, business alignment, non‑technical factors, code quality, and team readiness.

Best Practicesengineering managementincremental development
0 likes · 13 min read
12 Essential Rules for Successful Architecture Refactoring by Uber’s Raffi Krikorian