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Insights on enterprise software, AI, cloud and hiring

Thinking from the people building your systems.

Practical perspective on AI, cloud, security, staffing, and enterprise engineering — grounded in how these decisions actually play out in delivery, not just in theory.

Latest · Enterprise Software

How to choose an enterprise software development partner

Choosing an enterprise software development partner? The proposal predicts very little. Test who builds it, how risk is priced and how you can leave.

October 20, 2026 · 9 min read

56 articles

Staffing
In-house engineers vs. staff augmentation: the true cost comparison
In-house engineers vs. staff augmentation, priced honestly: loaded cost per productive hour, ramp time and knowledge risk, with a worked example and rules.
October 20, 20268 min read
Cloud
Cloud migration cost and planning: what the business case leaves out
Cloud migration cost and planning, done properly: the five cost buckets, the dual-running trap, wave-based budgeting and the questions to settle first.
October 20, 20268 min read
Artificial Intelligence
AI proof of concept vs. production deployment: what changes, and what it costs
AI proof of concept vs. production deployment: the eight things that change between a demo and a live system, the cost shape, and the gates that decide.
October 20, 20268 min read
Leadership
Building a global capability center in India: models, costs and the first 18 months
Building a global capability center in India: choosing the operating model, city and mandate, what it costs, and the 18-month plan that makes it work.
October 20, 20269 min read
DevOps
When to outsource DevOps and platform operations (and what to keep in-house)
When to outsource DevOps and platform operations: the signals that say yes, what to keep in-house, how to split responsibility and which contract terms matter.
October 20, 20267 min read
Staffing
Direct hire, contract or contract-to-hire? A decision guide for engineering leaders
The right model is set by how long the knowledge needs to stay, not how fast the seat needs filling.
October 14, 20268 min read
Enterprise Software
Salesforce–SAP integration: the five decisions that decide whether it holds
The connector is the easy part. Ownership of the customer, the order and the price is what breaks integrations in year two.
October 14, 20269 min read
Product Engineering
Spec-driven development is a requirements discipline, not a tooling trend
AI coding agents did not create the need for clear specifications. They removed the human who used to quietly fill the gaps.
October 14, 20268 min read
Staffing
Time-to-hire is a business metric, not an HR one
Every week a role sits open, the roadmap it was funded to deliver slips. Almost nobody prices that, and it is usually the largest number in the conversation.
August 13, 20266 min read
Staffing
How long should a resume be? The rule changed, and most engineers missed it
The one-page rule is a paper-era leftover. For experienced engineers, two well-edited pages now outperform one compressed page.
August 13, 20267 min read
Cybersecurity
The identity layer is where most breaches actually start
The dramatic exploit is rare. The common story is a valid credential, used by the wrong person, doing things nobody was watching for.
August 11, 20266 min read
Digital Transformation
Transformation programmes die of ambiguity, not resistance
People are blamed for resisting change. More often they are waiting for someone to say precisely what the change is.
August 6, 20266 min read
DevOps
On-call is a design review you are having too late
Every page is feedback about a decision made months earlier by someone who was not on the rota.
August 1, 20266 min read
Cybersecurity
Compliance is a floor, and teams keep mistaking it for a ceiling
Passing an audit tells you what you documented. It says remarkably little about whether you would survive a competent attacker.
July 28, 20266 min read
Staffing
What happens to a team when you scale it too fast
Adding people to a team does not add capacity immediately. For a period it removes it, and the length of that period is a design decision.
July 22, 20266 min read
DevOps
Platform teams fail when they become gatekeepers
A platform team is judged by whether other teams choose it. The moment it relies on mandate instead, it has stopped being a platform.
July 15, 20266 min read
Cybersecurity
Your third-party risk is your risk
Customers do not distinguish between a breach you caused and one your vendor caused. Neither, increasingly, do regulators.
July 14, 20266 min read
Staffing
Your job description is losing you candidates before you meet them
The strongest engineers read requirement lists as a signal about how a company thinks. Most lists signal something you did not intend.
July 8, 20266 min read
Cloud
The real cost of cloud is coordination, not compute
The invoice is the part everyone optimises. The expensive part is how many people must agree before anything can be provisioned.
June 30, 20266 min read
Digital Transformation
The process you are automating may not deserve to survive
Automation makes a process faster and considerably harder to question. Choose carefully which ones you make permanent.
June 20, 20266 min read
Cloud
Multi-cloud is a negotiating position, not an architecture
Running on two providers is a commercial decision with an engineering bill. It is worth making — but only with the bill in front of you.
June 16, 20266 min read
MSP
Tenure limits are a knowledge policy in disguise
The eighteen-month rule was written to manage co-employment risk. What it actually manages is how much institutional knowledge you are willing to discard on a schedule.
June 9, 20266 min read
Digital Transformation
Measuring transformation when the benefits are indirect
The things worth doing are often the hardest to attribute. That is not a reason to measure the wrong things instead.
June 3, 20266 min read
Cloud
Lift and shift gets a bad name for the wrong reasons
Moving as-is is a poor destination and frequently an excellent first move. The failure is stopping there and calling it a migration.
June 2, 20266 min read
MSP
Rate-card compression and the engineers you stop seeing
Squeezing the rate does not lower the cost of the work. It changes which candidates are ever submitted, and nobody measures that.
May 26, 20267 min read
Leadership
Hiring for the team you will have in eighteen months
Most hiring decisions are made against today’s gap. The good ones are made against the shape the team is about to become.
May 19, 20266 min read
DevOps
Deployment frequency is a symptom, not a goal
Teams that deploy often are usually doing several other things right. Chasing the number without those things produces the same risk, more frequently.
May 17, 20266 min read
MSP
What a VMS is actually optimised for
Vendor management systems are very good at the things they were built to control. Engineering quality is not among them, and pretending otherwise is where programmes go wrong.
May 12, 20267 min read
Leadership
Technical debt is a leadership problem long before it is an engineering one
Engineers do not choose debt. They accept it, repeatedly, under incentives that leadership designed and rarely revisits.
May 5, 20267 min read
Digital Transformation
Why most enterprise modernization programs stall at year two
The technical debt isn't the hard part — sequencing change against a live business is.
May 4, 20267 min read
Leadership
What a roadmap is actually for
Treated as a forecast, it will always be wrong. Treated as a statement of intent, it does the one job nothing else can.
April 21, 20266 min read
Artificial Intelligence
A practical framework for evaluating AI use cases in operations
Most AI pilots fail on data readiness, not model quality. Here's how to sequence yours.
April 18, 20269 min read
Leadership
The engineering leader’s real job is decision throughput
Teams are rarely blocked on capacity. They are blocked on decisions nobody is empowered to make, waiting in a queue nobody is measuring.
April 7, 20266 min read
Technology Trends
Why the boring technology keeps winning
Novelty is a cost you pay every day for years. Most systems cannot afford more than a small amount of it at once.
March 24, 20266 min read
Staffing
Staff augmentation vs. managed teams: choosing the right model
The right engagement model depends on ownership, velocity, and how long the need will last.
March 22, 20266 min read
Product Engineering
What MVP has come to mean, and what it should mean
The term now describes a small release. It was meant to describe an experiment, and the difference decides whether you learn anything.
March 16, 20266 min read
Technology Trends
Every platform shift arrives twice
The first arrival is technical and loud. The second is organisational, quiet, and the one that actually determines who benefits.
March 10, 20266 min read
Product Engineering
Prototypes should be cheap to throw away. Most are not.
A prototype that survives to production was never a prototype. It was the first version, built without the care a first version deserves.
March 2, 20266 min read
Technology Trends
The gap between what is possible and what is operable
Demos live at the frontier of capability. Production lives at the frontier of what a tired team can support at three in the morning.
February 24, 20266 min read
Product Engineering
The feature you shipped is not the feature they use
Users adapt software to their actual problem. The distance between your intent and their behaviour is the most useful thing you can measure.
February 16, 20266 min read
Cloud
Cloud cost optimization without sacrificing reliability
Cutting cloud spend and cutting reliability are not the same lever — treating them as one is how optimization projects go wrong.
February 11, 20268 min read
Technology Trends
How to read a technology trend without getting used by it
The question is never whether a technology is real. It is whether it is real for you, this year, at your scale.
February 10, 20267 min read
Data Engineering
Why your data team spends most of its time on plumbing
You hired analysts and they became integration engineers. That is not a discipline problem; it is what the org chart made inevitable.
February 2, 20266 min read
Cybersecurity
Why security reviews belong before launch, not after
A vulnerability found in architecture review costs an afternoon. The same vulnerability found in production costs a lot more than that.
January 27, 20266 min read
Enterprise Software
The platform nobody asked for
Internal software fails for a reason external software rarely does: its users cannot leave, so nobody finds out it is bad until it is everywhere.
January 27, 20266 min read
Data Engineering
Data contracts work when they are boring
The idea is sound and the implementations are often elaborate. What actually holds is a small, dull agreement that somebody enforces.
January 19, 20266 min read
Enterprise Software
Why enterprise software gets replaced before it is finished
Long programmes are not defeated by complexity. They are defeated by the fact that the organisation keeps moving while they are being built.
January 13, 20267 min read
Data Engineering
The data warehouse nobody trusts
Trust in data is lost in a specific way and regained slowly. Most platforms never diagnose the moment it went.
January 5, 20266 min read
Enterprise Software
Integration debt: the bill nobody budgets for
Every system you add creates connections you did not price. The cost is not the connector — it is the coupling.
December 30, 20256 min read
Enterprise Software
The build-versus-buy decision is usually a build-and-buy decision
Framing it as a binary produces bad answers. The useful question is which parts of the problem are genuinely yours.
December 16, 20257 min read
Data Engineering
The observability gap in most data pipelines
Most data pipeline failures aren't discovered by monitoring. They're discovered when someone notices a dashboard looks wrong.
December 9, 20257 min read
Artificial Intelligence
What it costs to keep an AI feature running after launch
Inference is the line item everyone models. Drift, review, evaluation and incident load are the ones that decide whether the feature survives its second year.
December 2, 20256 min read
Artificial Intelligence
Your AI strategy is a data strategy wearing a costume
Organisations keep buying models to solve problems that are really about lineage, ownership and access. The model is the cheap part.
November 18, 20257 min read
Product Engineering
Building multi-tenant SaaS architecture from day one
The tenancy model you choose in month one is one of the hardest decisions to unwind in month twenty.
November 14, 20258 min read
Artificial Intelligence
The AI pilot that never becomes a product
Most AI pilots succeed on their own terms and still die. The gap is rarely model quality — it is everything the demo was allowed to skip.
November 4, 20257 min read
DevOps
What actually breaks when teams adopt Kubernetes too early
Kubernetes solves real problems. Adopting it before you have those problems just adds operational overhead with no offsetting benefit.
October 2, 20257 min read

Let's build the system your business will run on next.

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Insights on enterprise software, AI, cloud and hiring

How to choose an enterprise software development partner

In-house engineers vs. staff augmentation: the true cost comparison

Cloud migration cost and planning: what the business case leaves out

AI proof of concept vs. production deployment: what changes, and what it costs

Building a global capability center in India: models, costs and the first 18 months

When to outsource DevOps and platform operations (and what to keep in-house)

Direct hire, contract or contract-to-hire? A decision guide for engineering leaders

Salesforce–SAP integration: the five decisions that decide whether it holds

Spec-driven development is a requirements discipline, not a tooling trend

Time-to-hire is a business metric, not an HR one

How long should a resume be? The rule changed, and most engineers missed it

The identity layer is where most breaches actually start

Transformation programmes die of ambiguity, not resistance

On-call is a design review you are having too late

Compliance is a floor, and teams keep mistaking it for a ceiling

What happens to a team when you scale it too fast

Platform teams fail when they become gatekeepers

Your third-party risk is your risk

Your job description is losing you candidates before you meet them

The real cost of cloud is coordination, not compute

The process you are automating may not deserve to survive

Multi-cloud is a negotiating position, not an architecture

Tenure limits are a knowledge policy in disguise

Measuring transformation when the benefits are indirect

Lift and shift gets a bad name for the wrong reasons

Rate-card compression and the engineers you stop seeing

Hiring for the team you will have in eighteen months

Deployment frequency is a symptom, not a goal

What a VMS is actually optimised for

Technical debt is a leadership problem long before it is an engineering one

Why most enterprise modernization programs stall at year two

What a roadmap is actually for

A practical framework for evaluating AI use cases in operations

The engineering leader’s real job is decision throughput

Why the boring technology keeps winning

Staff augmentation vs. managed teams: choosing the right model

What MVP has come to mean, and what it should mean

Every platform shift arrives twice

Prototypes should be cheap to throw away. Most are not.

The gap between what is possible and what is operable

The feature you shipped is not the feature they use

Cloud cost optimization without sacrificing reliability

How to read a technology trend without getting used by it

Why your data team spends most of its time on plumbing

Why security reviews belong before launch, not after

The platform nobody asked for

Data contracts work when they are boring

Why enterprise software gets replaced before it is finished

The data warehouse nobody trusts

Integration debt: the bill nobody budgets for

The build-versus-buy decision is usually a build-and-buy decision

The observability gap in most data pipelines

What it costs to keep an AI feature running after launch

Your AI strategy is a data strategy wearing a costume

Building multi-tenant SaaS architecture from day one

The AI pilot that never becomes a product

What actually breaks when teams adopt Kubernetes too early

Let's build the system your business will run on next.