# Engineering Leadership

Weekly newsletter for becoming a great engineering leader.

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## How to Grow Past Senior Engineer

DevFeed: [How to Grow Past Senior Engineer](<https://devfeed.tech/articles/how-to-grow-past-senior-engineer-34939.md>)

Original publisher: [Read original article](<https://newsletter.eng-leadership.com/p/how-to-grow-past-senior-engineer>)

Author: Gregor Ojstersek

Published: 2026-09-08T15:30:36Z

Content type: opinion

Language: en

Sources: [Engineering Leadership](<https://devfeed.tech/sources/engineering-leadership.md>)

Topics: [coding](<https://devfeed.tech/topics/coding.md>), [meetings](<https://devfeed.tech/topics/meetings.md>), [implementation](<https://devfeed.tech/topics/implementation.md>)

Tags: [career](<https://devfeed.tech/tags/career.md>), [productivity](<https://devfeed.tech/tags/productivity.md>), [software-engineer](<https://devfeed.tech/tags/software-engineer.md>), [team-lead](<https://devfeed.tech/tags/team-lead.md>)

### AI overview

An experienced software engineer shares four practical ways to move beyond the senior engineer level: discuss career goals with a manager, track accomplishments, become a go-to person in a project, technology, or domain, and propose and own an impactful codebase improvement.

### Source excerpt

My 4 recommended starting moves that'll help you gain trust and credibility to grow to the next step!

## What Elite Engineering Teams Do Differently in the Age of AI

DevFeed: [What Elite Engineering Teams Do Differently in the Age of AI](<https://devfeed.tech/articles/what-elite-engineering-teams-do-differently-in-the-age-of-ai-34945.md>)

Original publisher: [Read original article](<https://newsletter.eng-leadership.com/p/what-elite-engineering-teams-do-differently>)

Author: Gregor Ojstersek

Published: 2026-09-03T14:13:03Z

Content type: article

Language: en

Sources: [Engineering Leadership](<https://devfeed.tech/sources/engineering-leadership.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [anthropic](<https://devfeed.tech/topics/anthropic.md>), [OpenAI](<https://devfeed.tech/topics/openai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [openai](<https://devfeed.tech/tags/openai.md>)

### AI overview

The article presents insights from engineering leaders at OpenAI, Anthropic, Shutterstock, and Weave about how elite engineering teams operate in the age of AI.

### Source excerpt

Insights from engineering leaders from OpenAI, Anthropic, Shutterstock and Weave.

## Why Engineering Player-Coach Roles Are Becoming More Demanding

DevFeed: [Why Engineering Player-Coach Roles Are Becoming More Demanding](<https://devfeed.tech/articles/the-player-coach-role-is-becoming-increasingly-harder-34944.md>)

Original publisher: [Read original article](<https://newsletter.eng-leadership.com/p/the-player-coach-role-is-becoming>)

Author: Gregor Ojstersek

Published: 2026-08-31T13:41:33Z

Content type: opinion

Language: en

Sources: [Engineering Leadership](<https://devfeed.tech/sources/engineering-leadership.md>)

Topics: [Tech Lead](<https://devfeed.tech/topics/tech-lead.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [engineering-manager](<https://devfeed.tech/tags/engineering-manager.md>), [team-lead](<https://devfeed.tech/tags/team-lead.md>), [tech-lead](<https://devfeed.tech/tags/tech-lead.md>)

### AI overview

An opinion article argues that engineering leaders are increasingly expected to combine leadership responsibilities with hands-on technical work. It defines player-coaches as people who set direction, support teams, and also perform senior-engineering work such as coding, specification work, incident resolution, and prototyping.

### Source excerpt

Engineering Manager, Team Lead, Tech Lead, and Architect roles are becoming harder than ever, but the problematic part is that many people don't understand that and don't give the deserved credit.

## How Redis Builds AI-Native Engineering Teams

DevFeed: [How Redis Builds AI-Native Engineering Teams](<https://devfeed.tech/articles/how-redis-builds-ai-native-engineering-teams-34932.md>)

Original publisher: [Read original article](<https://newsletter.eng-leadership.com/p/how-redis-builds-ai-native-engineering>)

Author: Gregor Ojstersek

Published: 2026-08-27T12:35:46Z

Content type: opinion

Language: en

Sources: [Engineering Leadership](<https://devfeed.tech/sources/engineering-leadership.md>)

Topics: [Redis](<https://devfeed.tech/topics/redis.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [insights](<https://devfeed.tech/tags/insights.md>), [redis](<https://devfeed.tech/tags/redis.md>), [teams](<https://devfeed.tech/tags/teams.md>)

### AI overview

The article presents insights from a conversation with Redis Distinguished Engineer Eric Sammer about how Redis builds AI-native engineering teams. The supplied evidence does not provide specific practices or findings beyond that subject.

### Source excerpt

Insights from my conversation with Eric Sammer, Distinguished Engineer at Redis.

## Why Engineering Culture Matters for AI-Enabled Productivity

DevFeed: [Why Engineering Culture Matters for AI-Enabled Productivity](<https://devfeed.tech/articles/good-culture-is-the-biggest-productivity-hack-not-ai-34928.md>)

Original publisher: [Read original article](<https://newsletter.eng-leadership.com/p/good-culture-is-the-biggest-productivity>)

Author: Gregor Ojstersek

Published: 2026-08-24T14:08:28Z

Content type: opinion

Language: en

Sources: [Engineering Leadership](<https://devfeed.tech/sources/engineering-leadership.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Software](<https://devfeed.tech/topics/software.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [culture](<https://devfeed.tech/tags/culture.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [productivity](<https://devfeed.tech/tags/productivity.md>)

### AI overview

The article argues that AI tools can improve engineering productivity only when organizations provide a healthy culture and environment. It emphasizes that poor culture reduces psychological safety, while strong culture supports effective use of AI.

### Source excerpt

AI definitely helps with productivity, but only when you have the right culture in place first!

## How Shutterstock Builds AI-Native Engineering Teams

DevFeed: [How Shutterstock Builds AI-Native Engineering Teams](<https://devfeed.tech/articles/how-shutterstock-builds-ai-native-engineering-teams-34933.md>)

Original publisher: [Read original article](<https://newsletter.eng-leadership.com/p/how-shutterstock-builds-ai-native>)

Author: Gregor Ojstersek

Published: 2026-08-20T15:08:01Z

Content type: opinion

Language: en

Sources: [Engineering Leadership](<https://devfeed.tech/sources/engineering-leadership.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [insights](<https://devfeed.tech/tags/insights.md>), [teams](<https://devfeed.tech/tags/teams.md>)

### AI overview

The article presents insights from a conversation with Jefferson Frazer, Shutterstock's Director of AI Metadata and Delivery, about how Shutterstock builds AI-native engineering teams.

### Source excerpt

Insights from my conversation with Jefferson Frazer, Director, AI Metadata and Delivery, Shutterstock.

## An Approach to Reducing Observability Costs

DevFeed: [An Approach to Reducing Observability Costs](<https://devfeed.tech/articles/how-i-cut-observability-costs-by-60-in-2-days-34930.md>)

Original publisher: [Read original article](<https://newsletter.eng-leadership.com/p/how-i-cut-observability-costs-by>)

Author: Gregor Ojstersek

Published: 2026-08-10T15:12:46Z

Content type: article

Language: en

Sources: [Engineering Leadership](<https://devfeed.tech/sources/engineering-leadership.md>)

Topics: [observability](<https://devfeed.tech/topics/observability.md>)

Tags: [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [observability](<https://devfeed.tech/tags/observability.md>)

### AI overview

The article describes how an experienced engineer approached reducing observability costs and warns that unmonitored infrastructure costs can lead to large monthly bills.

### Source excerpt

If you don't watch your infrastructure costs, you may end up with a huge bill at the end of the month. This is how an experienced engineer approached reducing observability costs.

## How to Become an Engineering Multiplier Using AI

DevFeed: [How to Become an Engineering Multiplier Using AI](<https://devfeed.tech/articles/how-to-become-an-engineering-multiplier-using-ai-34936.md>)

Original publisher: [Read original article](<https://newsletter.eng-leadership.com/p/how-to-become-an-engineering-multiplier>)

Author: Gregor Ojstersek

Published: 2026-08-03T15:34:57Z

Content type: tutorial

Language: en

Sources: [Engineering Leadership](<https://devfeed.tech/sources/engineering-leadership.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [using](<https://devfeed.tech/tags/using.md>)

### AI overview

The article explains how high-performing engineers and engineering leaders use AI to create more impact and become engineering multipliers.

### Source excerpt

How high-performing engineers and engineering leaders use AI to create more impact.

## How OpenAI Optimized AI Agents for Codex and ChatGPT Work at Scale

DevFeed: [How OpenAI Optimized AI Agents for Codex and ChatGPT Work at Scale](<https://devfeed.tech/articles/how-openai-optimized-ai-agents-for-scale-34931.md>)

Original publisher: [Read original article](<https://newsletter.eng-leadership.com/p/how-openai-optimized-ai-agents-for>)

Author: Gregor Ojstersek

Published: 2026-07-29T19:52:55Z

Content type: article

Language: en

Sources: [Engineering Leadership](<https://devfeed.tech/sources/engineering-leadership.md>)

Topics: [OpenAI](<https://devfeed.tech/topics/openai.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [codex](<https://devfeed.tech/topics/codex.md>), [ChatGPT](<https://devfeed.tech/topics/chatgpt.md>), [API](<https://devfeed.tech/topics/api.md>), [Inference](<https://devfeed.tech/topics/inference.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [api](<https://devfeed.tech/tags/api.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [codex](<https://devfeed.tech/tags/codex.md>), [harness](<https://devfeed.tech/tags/harness.md>), [inference](<https://devfeed.tech/tags/inference.md>), [inference-efficiency](<https://devfeed.tech/tags/inference-efficiency.md>), [openai](<https://devfeed.tech/tags/openai.md>)

### AI overview

The article examines how OpenAI optimized the harness, API, and inference efficiency of AI agents supporting Codex and ChatGPT Work at scale.

### Source excerpt

Inside the Harness, API, and Inference efficiency optimizations that support the fast growth of Codex and ChatGPT Work.

## Clear Writing and Credibility Matter More Amid AI-Generated Text

DevFeed: [Clear Writing and Credibility Matter More Amid AI-Generated Text](<https://devfeed.tech/articles/clear-writing-is-becoming-a-superpower-in-the-ai-era-34927.md>)

Original publisher: [Read original article](<https://newsletter.eng-leadership.com/p/clear-writing-is-becoming-a-superpower>)

Author: Gregor Ojstersek

Published: 2026-07-24T19:09:49Z

Content type: opinion

Language: en

Sources: [Engineering Leadership](<https://devfeed.tech/sources/engineering-leadership.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [communication](<https://devfeed.tech/tags/communication.md>), [writing](<https://devfeed.tech/tags/writing.md>)

### AI overview

The article argues that the rise of AI-generated text increases the importance of clear writing, credibility, and thoughtful communication.

### Source excerpt

There is a flood of AI-generated text. That makes clear writing, credibility, and thoughtful communication matter more than ever.

## How Companies Build AI-Native Engineering Teams

DevFeed: [How Companies Build AI-Native Engineering Teams](<https://devfeed.tech/articles/how-companies-build-ai-native-engineering-teams-34929.md>)

Original publisher: [Read original article](<https://newsletter.eng-leadership.com/p/how-companies-build-ai-native-engineering>)

Author: Gregor Ojstersek

Published: 2026-07-20T15:14:09Z

Content type: comparison

Language: en

Sources: [Engineering Leadership](<https://devfeed.tech/sources/engineering-leadership.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [anthropic](<https://devfeed.tech/topics/anthropic.md>), [OpenAI](<https://devfeed.tech/topics/openai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [openai](<https://devfeed.tech/tags/openai.md>)

### AI overview

The article compares how OpenAI, Anthropic, Shutterstock, and other AI-native engineering teams are built.

### Source excerpt

Differences between OpenAI, Anthropic, Shutterstock, and other AI-native engineering teams.