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Flux AI

Dispatches from Flux

Practical playbooks, data-driven insights, and real-world stories to help you lead AI-accelerated engineering organizations with clarity and confidence.

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LDX3 New York: every AI conversation came back to proof
Engineering leadership

LDX3 New York: every AI conversation came back to proof

September 30, 2026
By Aaron Beals
What engineering leaders at LDX3 New York asked about AI impact, DORA metrics, review debt, and software factories.
Read LDX3 New York: every AI conversation came back to proof
The AI bet is real; can you prove it's paying off
Engineering leadership

The AI bet is real; can you prove it’s paying off?

September 23, 2026
By Ted Julian
Most engineering leaders can’t prove their AI investment is paying off. See the five blind spots standing in the way, and how to close them.
Read The AI bet is real; can you prove it’s paying off?
AI code generation broke software's oldest assumption
AI & Innovation

AI broke one of software’s oldest assumptions

September 2, 2026
By Aaron Beals
AI code generation isn’t deterministic: the same prompt and model can output different code each run. Aaron Beals answers webinar Q&A on what that means.
Read AI broke one of software’s oldest assumptions
Your org chart can't show how your engineering team actually works
Engineering leadership

Your org chart can’t show how your engineering team actually works

August 27, 2026
By Julia Burmeister
An org chart is great at describing reporting lines, but how is the work actually getting done or who’s making it possible to move forward?
Read Your org chart can’t show how your engineering team actually works
Flux’s inaugural release notes: from dashboard to diagnosis
Codebase intelligence

Flux release notes: metrics, AI insights, team dynamics, and custom prompts

July 30, 2026
By Julia Burmeister
Flux’s latest release notes: custom prompts, team-level DORA metrics, and AI-powered analysis of lead time findings, direct from the codebase.
Read Flux release notes: metrics, AI insights, team dynamics, and custom prompts
The Complete DORA Metrics Implementation Guide
Engineering leadership

How to implement DORA metrics: a practical guide for engineering leaders

July 7, 2026
By Aaron Beals
A 90-day DORA metrics implementation plan, with benchmarks, common pitfalls, and how AI changes what these metrics mean.
Read How to implement DORA metrics: a practical guide for engineering leaders
AI solved the code creation problem; now we have a visibility problem
Engineering leadership

AI solved the code creation problem; now we have a visibility problem

June 30, 2026
By Ted Julian
AI solved the code creation problem. Visibility is where engineering leaders win or lose next.
Read AI solved the code creation problem; now we have a visibility problem
Codebase intelligence

Code-first engineering intelligence is having its moment

June 16, 2026
By Ted Julian
Gartner’s latest research reinforces a growing reality: code is the most reliable source of engineering insight.
Read Code-first engineering intelligence is having its moment
Why we built Flux, and where we're taking it
Codebase intelligence

Why we built Flux, and where we’re taking it

June 10, 2026
By Ted Julian
Today we’re announcing $5 million in new funding led by Calibrate Ventures, with participation from True Ventures and Glasswing Ventures.
Read Why we built Flux, and where we’re taking it
In the age of LLMs, token usage is a recurring topic
Codebase intelligence

In the age of LLMs, token usage is a recurring topic

May 28, 2026
By Anders Pearson
Discover how to filter garbage data from code repositories for LLMs. We share insights from building tools to ensure only useful data is processed for models.
Read In the age of LLMs, token usage is a recurring topic
The hidden costs of AI-generated code: what engineering leaders need to know
AI & Innovation

The hidden costs of AI-generated code: what engineering leaders need to know

May 12, 2026
By Ted Julian
Learn to manage the hidden costs of AI-generated code by balancing rapid velocity with long-term maintenance and risk.
Read The hidden costs of AI-generated code: what engineering leaders need to know
The signals senior engineers read that juniors don't (yet)
Codebase intelligence Engineering leadership

The signals senior engineers read that juniors don’t (yet)

April 30, 2026
By Aaron Beals
Ramping in a new codebase is about reading the right signals—where work is happening, what kind it is, and where things keep breaking.
Read The signals senior engineers read that juniors don’t (yet)

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