LeadDev

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The home of engineering leadership

https://leaddev.com/

Inside Atlassian’s developer experience overhaul

1 Oct 2026

Ask developers first, then remove friction. The post [Inside Atlassian’s developer experience

Your error budgets don’t know AI exists

30 Sep 2026

The dashboard was right! The post [Your error budgets don’t know AI exists](https://leaddev.com/ai/your-error-budgets-dont-know-ai-exists?utm_source=leaddev&utm_medium=RSS) appeared first on

AI makes critical thinking harder to build

29 Sep 2026

Why junior engineers need more friction. The post [AI makes critical thinking harder to

Your agent loop is not a production system

28 Sep 2026

What makes your agent loop safe? The post [Your agent loop is not a production system](https://leaddev.com/ai/your-agent-loop-is-not-a-production-system?utm_source=leaddev&utm_medium=RSS) appeared

Developers want more sustainable AI

28 Sep 2026

Why engineers care about climate change. The post [Developers want more sustainable AI](https://leaddev.com/ai/developers-want-more-sustainable-ai?utm_source=leaddev&utm_medium=RSS) appeared first

Build an engineering team people want to come back to

24 Sep 2026

How to build a team people rejoin. The post [Build an engineering team people want to come back

How I’d start my engineering career today

23 Sep 2026

Restarting your engineering career, differently. The post [How I’d start my engineering career

How engineering managers actually get rated

22 Sep 2026

The attribution problem for managers. The post [How engineering managers actually get

Meet the developers rejecting AI

21 Sep 2026

Even if it costs them their job. The post [Meet the developers rejecting AI](https://leaddev.com/ai/meet-the-developers-rejecting-ai?utm_source=leaddev&utm_medium=RSS) appeared first on

AI widens the gender gap

21 Sep 2026

Same tool. Different rules? The post [AI widens the gender gap](https://leaddev.com/ai/ai-widens-the-gender-gap?utm_source=leaddev&utm_medium=RSS) appeared first on [LeadDev](https://leaddev.com).

Stop asking engineers how many machines they need

16 Sep 2026

Start forecasting demand. The post [Stop asking engineers how many machines they

We built the platform. Nobody used it

15 Sep 2026

Here’s what we did next. The post [We built the platform. Nobody used it](https://leaddev.com/technical-direction/we-built-the-platform-nobody-used-it?utm_source=leaddev&utm_medium=RSS) appeared

How to lead a technical discussion

14 Sep 2026

You don’t need all the answers. The post [How to lead a technical discussion](https://leaddev.com/communication/how-to-lead-a-technical-discussion?utm_source=leaddev&utm_medium=RSS) appeared first

The engineer’s guide to building a software factory

10 Sep 2026

Build loops, not just agents. The post [The engineer’s guide to building a software

Returning to the IC track in the age of AI

10 Sep 2026

Considering a career shift? The post [Returning to the IC track in the age of AI](https://leaddev.com/career-development/returning-to-the-ic-track-in-the-age-of-ai?utm_source=leaddev&utm_medium=RSS)

We’re on call for code nobody wrote

9 Sep 2026

Runtime behavior is the only truth. The post [We’re on call for code nobody wrote](https://leaddev.com/software-quality/were-on-call-for-code-nobody-wrote?utm_source=leaddev&utm_medium=RSS)

Cut AI-coding costs without slowing down

8 Sep 2026

Show engineers spend and watch costs drop. The post [Cut AI-coding costs without slowing down](https://leaddev.com/ai/cut-ai-coding-costs-without-slowing-down?utm_source=leaddev&utm_medium=RSS)

28x more AI spend. Zero new innovation

8 Sep 2026

AI is boosting output, not innovation. The post [28x more AI spend. Zero new innovation](https://leaddev.com/ai/28x-more-ai-spend-zero-new-innovation?utm_source=leaddev&utm_medium=RSS) appeared

We halved our continuous integration pipeline

7 Sep 2026

Six months later, we had to do it again. The post [We halved our continuous integration

Meta tried to shrink engineering teams around AI

7 Sep 2026

It backfired. The post [Meta tried to shrink engineering teams around AI](https://leaddev.com/ai/meta-tried-to-shrink-engineering-teams-around-ai?utm_source=leaddev&utm_medium=RSS) appeared first on

The autonomous codebase

3 Sep 2026

Prompt to PR is solved. Codebase maintenance is not. The post [The autonomous codebase](https://leaddev.com/software-quality/the-autonomous-codebase?utm_source=leaddev&utm_medium=RSS) appeared first

Engineers grieve a job that no longer exists

3 Sep 2026

The best engineers are burning out, and it’s not because of the workload. The post [Engineers grieve a job that no longer

Quantum computing needs software engineers

2 Sep 2026

Quantum needs developers, not PhDs. The post [Quantum computing needs software

You bought the AI tool. Are your engineers using it?

1 Sep 2026

Adoption is high. Daily use isn’t. The post [You bought the AI tool. Are your engineers using

Content debt is now an engineering problem

1 Sep 2026

Nobody owns your content anymore. The post [Content debt is now an engineering

AI made me a better engineering leader

31 Aug 2026

Not a faster coder! The post [AI made me a better engineering leader](https://leaddev.com/ai/ai-made-me-a-better-engineering-leader?utm_source=leaddev&utm_medium=RSS) appeared first on

Inside Shopify’s high-intensity engineering culture

27 Aug 2026

High-intensity doesn’t mean high-stress. The post [Inside Shopify’s high-intensity engineering

Staff engineers shift from solving problems to shaping systems

26 Aug 2026

Become unnecessary, not indispensable. The post [Staff engineers shift from solving problems to shaping

Junior engineers are skipping straight to architect-level thinking

25 Aug 2026

Junior engineering apprenticeships need a redesign. The post [Junior engineers are skipping straight to architect-level

You didn’t create more bugs, you just found them faster

25 Aug 2026

Compressed timelines, not new problems. The post [You didn’t create more bugs, you just found them

Your AI roadmap is already out of date

24 Aug 2026

Plan your AI roadmap around change, not certainty. The post [Your AI roadmap is already out of date](https://leaddev.com/ai/your-ai-roadmap-is-already-out-of-date?utm_source=leaddev&utm_medium=RSS)

How to redesign a broken delivery flow

24 Aug 2026

A year of queueing, finally made visible. The post [How to redesign a broken delivery

AI code is correct and still costs you more

20 Aug 2026

Correct code. Hidden cost. The post [AI code is correct and still costs you more](https://leaddev.com/ai/ai-code-is-correct-and-still-costs-you-more?utm_source=leaddev&utm_medium=RSS) appeared first

Your incident response wasn’t built for AI

19 Aug 2026

Same input. Different failure. No error. The post [Your incident response wasn’t built for AI](https://leaddev.com/ai/your-incident-response-wasnt-built-for-ai?utm_source=leaddev&utm_medium=RSS)

Staff+ engineers must rebuild team culture

18 Aug 2026

Culture no longer builds itself. The post [Staff+ engineers must rebuild team culture](https://leaddev.com/leadership/staff-engineers-must-rebuild-team-culture?utm_source=leaddev&utm_medium=RSS)

What 15 million Gemini conversations tell us about AI at work

17 Aug 2026

Google data shows AI adoption stalling. The post [What 15 million Gemini conversations tell us about AI at

The tokenmaxxing hype didn’t last long

17 Aug 2026

Why Meta, Amazon, and Microsoft killed their token use leaderboards. The post [The tokenmaxxing hype didn’t last

Engineering managers who build are pulling ahead

13 Aug 2026

Why vibe coding at 1am is OK. The post [Engineering managers who build are pulling

Your interview questions assume candidates can afford Claude Code Max

12 Aug 2026

AI access is deciding who gets hired. The post [Your interview questions assume candidates can afford Claude Code

AI-powered teams ship more code but deliver less

11 Aug 2026

More output doesn’t mean value. The post [AI-powered teams ship more code but deliver

Your SDLC is your context engineering

10 Aug 2026

The SDLC is the real context layer. The post [Your SDLC is your context engineering](https://leaddev.com/software-quality/your-sdlc-is-your-context-engineering?utm_source=leaddev&utm_medium=RSS)

Engineering managers are back in the codebase

10 Aug 2026

The end of the non-technical EM? The post [Engineering managers are back in the

Shai-Hulud shows engineering teams have a new AI security problem

7 Aug 2026

Shai-Hulud exploited what already existed. The post [Shai-Hulud shows engineering teams have a new AI security

When you should delegate to AI (and when you shouldn’t)

5 Aug 2026

Delegate less. Own more. The post [When you should delegate to AI (and when you

Your AI-coding agents might need an org chart

4 Aug 2026

The wrong AI reviewer breaks more than it fixes. The post [Your AI-coding agents might need an org

AI governance is now an engineering problem

3 Aug 2026

Control is the real AI gap. The post [AI governance is now an engineering problem](https://leaddev.com/ai/ai-governance-is-now-an-engineering-problem?utm_source=leaddev&utm_medium=RSS) appeared

Your junior engineers don’t need an office. They need you