Question 1

Who writes the Thinking posts?

Accepted Answer

The engineers at iFlux who did the work: we call them Fluxes. There are no ghostwriters and no marketing team rewriting an engineer's notes into something blander. If a post reads like an opinion, it's because it is one.

Question 2

What topics does Thinking cover?

Accepted Answer

Production AI and retrieval, latency and performance, QA and test automation, and data pipelines: the same disciplines covered on the service pages, but written as engineering notes rather than sales copy.

Question 3

How often is Thinking updated?

Accepted Answer

New entries go up when a Flux ships something worth writing about, not on a fixed publishing schedule. Check dateModified on any post for how current it is.

Question 4

Can I respond to or challenge something in a post?

Accepted Answer

Yes, that's the point of the closing line on every post. Reach out through the contact page and you'll get a reply from the person who wrote it, not a support queue.

Question 5

Are client details in these posts anonymized, like the Work case studies?

Accepted Answer

Yes. Specific client names and identifying details are generalized the same way they are on the Work page, but the technical substance, numbers, and lessons are real.

Flux
logs

HVAC is the biggest line on your energy bill. Almost nobody manages it like one.

Your RAG system doesn't need a bigger model. It needs better retrieval.

Latency is a product feature. Nobody specs it, everybody churns on it.

Tests that rewrite themselves. A year with a self-maintaining suite.

Your predictive maintenance model is right 70% of the time. That's exactly why the maintenance team stopped trusting it.

The forward deployed engineer isn't a new job title. It's the oldest idea in consulting, finally taken seriously.

Schema drift is a people problem. The pipeline was fine.

If your architecture doesn't tell a story, who will listen?

The 22-question checklist we run before touching a single byte.

Every legacy modernization plan fails the same way. Here's the plan that doesn't.

Why we bill for outcomes, not hours.

A good fix is a language, not a technique.

The demo is not the product. Budget for the gap.

Test coverage is a vanity metric. Escape rate isn't.

Data pipelines don't fail at 3am. They fail six months before that.

Who writes the Thinking posts?

What topics does Thinking cover?

How often is Thinking updated?

Can I respond to or challenge something in a post?

Are client details in these posts anonymized, like the Work case studies?

Argue with the authors.

Fluxlogs

HVAC is the biggest line on your energy bill. Almost nobody manages it like one.

Your RAG system doesn't need a bigger model. It needs better retrieval.

Latency is a product feature. Nobody specs it, everybody churns on it.

Tests that rewrite themselves. A year with a self-maintaining suite.

Your predictive maintenance model is right 70% of the time. That's exactly why the maintenance team stopped trusting it.

The forward deployed engineer isn't a new job title. It's the oldest idea in consulting, finally taken seriously.

Schema drift is a people problem. The pipeline was fine.

If your architecture doesn't tell a story, who will listen?

The 22-question checklist we run before touching a single byte.

Every legacy modernization plan fails the same way. Here's the plan that doesn't.

Why we bill for outcomes, not hours.

A good fix is a language, not a technique.

The demo is not the product. Budget for the gap.

Test coverage is a vanity metric. Escape rate isn't.

Data pipelines don't fail at 3am. They fail six months before that.

Who writes the Thinking posts?

What topics does Thinking cover?

How often is Thinking updated?

Can I respond to or challenge something in a post?

Are client details in these posts anonymized, like the Work case studies?

Argue with the authors.

Flux
logs