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Your AI bill is about to get more readable.On June 1, GitHub Copilot switches to token-based billing. For the first time...
05/28/2026

Your AI bill is about to get more readable.

On June 1, GitHub Copilot switches to token-based billing. For the first time, engineering leaders will see exactly what their AI is doing — line by line, model by model.

But a readable bill is only useful if you know what to do with it.

Swipe through the 3 questions every technology leader should be able to answer about their AI spend — before June 1.

Which question is your team struggling with most right now? Drop it in the comments. 👇

📖 Full breakdown in this week's blog : https://xodiac.ca/blog/articles/ai-spend-governance-three-questions

Your AI tools are working. Your delivery system wasn't built for what they produce.The PR problem is real - but for a lo...
05/15/2026

Your AI tools are working. Your delivery system wasn't built for what they produce.

The PR problem is real - but for a lot of engineering teams, the constraint has already moved further downstream. Into CI pipelines. Into test data. Into deployment infrastructure nobody budgeted to scale.

98% more PRs merged. PR review time up 91%. Agentic AI PRs waiting 5.3x longer for pickup. And that's just the layer everyone's talking about.

The question isn't where the bottleneck is today. It's where it's going next month.

We broke down the full picture in the blog - where it moves, what it costs, and what to do about it: https://xodiac.ca/blog/articles/faster-code-slower-shipping

AI gave engineering teams 59% more throughput this year.Most of them aren't shipping any more software than before.More ...
05/08/2026

AI gave engineering teams 59% more throughput this year.

Most of them aren't shipping any more software than before.

More code is being written. Fewer releases are going out. The bottleneck didn't disappear; it moved. And most engineering leaders are missing it because they're watching the wrong numbers.

Swipe through to understand what's actually happening in AI-boosted engineering teams, and where the real problem is hiding.

Full breakdown in the blog: https://xodiac.ca/blog/articles/bottleneck-moved-downstream-ai-delivery

48% of enterprise leaders now call AI adoption a massive disappointment.That number was 34% just one year ago. Investmen...
05/07/2026

48% of enterprise leaders now call AI adoption a massive disappointment.

That number was 34% just one year ago. Investment is at an all-time high. The technology keeps improving. And yet results are getting further from expectations, not closer.

This isn't a technology problem. It's a systems problem.

Swipe through to see what the data says is actually going wrong, and what separates the 29% of organizations seeing real ROI from everyone else.

Full breakdown in the blog: https://xodiac.ca/blog/articles/why-ai-adoption-is-disappointing

03/10/2026

If you don't know how to respond to a measurement, don't measure it." 💡

30 story points delivered? Great... now what? 35 next sprint? What does that actually DO?

Before measuring anything, complete this sentence: "When this number changes, we will..." If you can't answer it with a specific action, it's a vanity metric.

Measure only what you're prepared to ACT on.

We break down exactly how to create actionable metrics that drive real results (not vanity numbers).
📺 Watch the full breakdown: https://youtu.be/rRwDLUbMp3A

Ever notice how your team talks about being "stuck," but you can't seem to get unstuck together? 🤔Here's why: One word. ...
02/19/2026

Ever notice how your team talks about being "stuck," but you can't seem to get unstuck together? 🤔

Here's why: One word. Two completely different realities.

When one person says "we're stuck," they might see a ROADBLOCK (external obstacle). Someone else hears the same word but feels trapped in MUD (internal constraint).

You try to remove the roadblock. They're still sinking.
They try to find solid ground. You're still blocked.

The result? Incompatible solutions. Misalignment. Frustration. Missed goals.

✨ The breakthrough? Clean Language.

With just two simple questions, you can:
✅ Identify each person's unique internal metaphor
✅ Reveal their desired outcome based on THEIR experience
✅ Build a "metaphor bridge" that turns abstract thinking into concrete, actionable solutions

🚨 IN LESS THAN A WEEK, you have a rare opportunity to learn this transformative methodology directly from Dr. Caitlin Walker herself.

📅 February 24-25, 2026
📍 Toronto, Ontario

This isn't just another workshop; it's the tool your team needs to finally get on the same page and move forward together.

Don't miss this chance to transform how your team communicates and solves problems.

Few spots available: https://landing.xodiac.ca/CleanLanguage

How to build a bridge from Conflict to Creativity 🌉Most teams know what the left side of this image feels like. The Dram...
02/13/2026

How to build a bridge from Conflict to Creativity 🌉
Most teams know what the left side of this image feels like. The Drama Triangle (Persecutor, Victim, Rescuer) pulls us into "Survival Mode": Fight, Flight, Freeze, or Fawn. The cost? Toxic cycles and a total loss of focus.
But how do you get to the right side, to an Anti-Fragile culture that actually grows through stress?
You need a "Communication Pivot."
As the infographic illustrates, you cannot just wish the drama away. You have to:
1. Detect & Pause: Notice when you are in "Inference" mode ("I'm OK, You're Not OK").
2. Ask Clean Questions: Shift focus to Evidence and Values.
3. Balance the Pillars: Ensure your team has Safety, Belonging, and Freedom.
📅 Ready to master the pivot? Join us for Clean in Toronto on February 24 & 25. Dr. Caitlin Walker will be teaching the practical tools to move your team from the red zone to the green/blue zone.
🔗 Register here: https://landing.xodiac.ca/CleanLanguage

After implementing OKRs, Sears Holding Company saw an 8.5% increase in hourly sales productivity. (Source: https://www.o...
02/13/2026

After implementing OKRs, Sears Holding Company saw an 8.5% increase in hourly sales productivity. (Source: https://www.okrs.com/2015/03/sears-holding-company-study-concludes-okrs-impact-the-bottom-line/)
Not 8.5% more hours worked. 8.5% more productive per hour.
That's the difference between grinding harder and working smarter.
Here's what we've learned: most productivity problems aren't effort problems. They're focus problems. People work on the wrong things, duplicate effort, or chase goals that don't actually move the needle.
OKRs fix that—but only if you implement them right.
On February 27th in Toronto, we're running the OKR Practitioner Course. We'll walk through how to design OKRs that drive focus, alignment, and actual results (not just activity).
Because busy isn't the same as productive.
Details: https://www.eventbrite.ca/e/okr-practitioner-course-toronto-feb-27-2026-tickets-1977314212036

Everyone agreed in the meeting.So why are you building different things?It's not a listening problem. It's a language pr...
02/10/2026

Everyone agreed in the meeting.
So why are you building different things?
It's not a listening problem. It's a language problem.
"Alignment" means six different things to six different people. Same with "priority." Same with "collaboration."
Clean Language is the repeatable skill for finding out what someone actually means - before you waste three weeks solving the wrong problem.
Toronto class: Feb 24–25, 2026
Small group. You'll actually practice.
Limited seats.
Link in bio.

Half of organizations see measurable results within 90 days of adopting OKRs. (Source: https://www.okrstool.com/blog/okr...
02/05/2026

Half of organizations see measurable results within 90 days of adopting OKRs. (Source: https://www.okrstool.com/blog/okr-statistics)

Three months from now, your organization could be seeing real improvements in alignment, ex*****on, and results. Or you could still be arguing about priorities in quarterly planning meetings.

The difference? Implementation that actually sticks.

Most OKR rollouts fail because they focus on the framework instead of the behaviors. They train people on how to write objectives, then wonder why nothing changes.

At the OKR Practitioner Course on February 27th in Toronto, we're focusing on what actually matters: how to make OKRs part of how your organization makes decisions, not just how you report them.

Because frameworks don't drive results. Behaviors do.

Last few spots available: https://www.eventbrite.ca/e/okr-practitioner-course-toronto-feb-27-2026-tickets-1977314212036

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