Sep 19, 2026
Codex and Claude Code at JADEV: how we work
Our current tool choice, quarterly review and rules for AI in client projects. Engineers remain accountable for what ships.
Jamal AbdelkhalekRead
Blog · JADEV insights
What we learn
by shipping.
Lessons, patterns and market signals. By Jamal Abdelkhalek, JADEV founder.
Sep 11, 2026
Technical debt: what it actually costs, and when to repay it
Half of what gets called technical debt is not debt. How to tell deliberate borrowing from ordinary mess, how to make the cost legible to a board, and why some of it should be left exactly where it is.
Jamal AbdelkhalekRead
Sep 11, 2026
How to choose an IT staff augmentation company without regretting it in month four
There is no best staff augmentation company, only a best fit for the work you have. Here is how the market actually splits, what separates providers on a first call, and where we are the wrong answer.
Jamal AbdelkhalekRead
Sep 11, 2026
What IT outsourcing actually means, and the five different deals hiding behind the word
The word covers five arrangements that have almost nothing in common, and most bad outsourcing deals start with two parties using it for two different things. What each model means, who carries the risk, and when not to outsource at all.
Jamal AbdelkhalekRead
Sep 11, 2026
Zero regression on the journey that pays
Coverage protects nobody. Three rings of tests, a ten-minute rule, and the only metric worth putting on a wall.
Jamal AbdelkhalekRead
Sep 8, 2026
Testing a twenty-year-old application: the backend language changes nothing
Java 1.5, WebForms, PHP: an E2E test does not read your code, it looks at HTML. Here are the six prerequisites that actually matter, and the real limits.
Jamal AbdelkhalekRead
Sep 5, 2026
Cypress or Playwright: the choice matters less than you think
I have shipped both to production. The architectural difference is real, but the tool is never what decides whether an E2E suite survives.
Jamal AbdelkhalekRead
Aug 26, 2026
How to Compare Two Software Development Quotes
Two quotes for the same brief can differ by 3x without anyone lying. Here is how to bring them down to days, rates and scope before you sign.
Jamal AbdelkhalekRead
Aug 26, 2026
What a Custom Booking Platform Really Costs
Five technical blocks, a published day-rate grid from 150 to 450 EUR, and worked examples from booking platforms we operate in production.
Jamal AbdelkhalekRead
Aug 26, 2026
Fixed Price, Time and Materials, or a Pod: How to Buy Software Development
The contract model decides who pays when the scope turns out to be wrong. We compare fixed price, time and materials and the pod using our own terms: public rates from 150 to 450 EUR per day, pods from 15 to 40K per month.
Jamal AbdelkhalekRead
Aug 26, 2026
Why Your Platform Must Never Charge Twice: Idempotency for iDEAL and Bancontact Payments
One replayed webhook is enough to charge the same traveler twice. We explain the idempotency key design that makes it impossible, drawn from booking platforms we run in production with iDEAL and Bancontact.
Jamal AbdelkhalekRead
Aug 26, 2026
Getting Machine Data Into Azure Without Losing a Reading
The pattern that makes machine data ingestion into Azure survive real plant conditions: a queue between the shop floor and the cloud, priced in engineering days on our public rates.
Jamal AbdelkhalekRead
Aug 26, 2026
MES and ERP Integration: Budgeting It for a Mid-Size Manufacturer
The method we use to estimate MES and ERP integration in engineering days, with a complete worked example priced from our public rate grid.
Jamal AbdelkhalekRead
Aug 26, 2026
Migrating a Live System Without Stopping Sales: Dual Write, Backfill, Cutover
The new system shadows the old one in silence, the copies are proven to match, and the rollback lever stays live until the end. The full playbook, priced, limits included.
Jamal AbdelkhalekRead
Aug 26, 2026
Rebuilding a Line-of-Business Application: How the Price Is Actually Built
The budget floor of a rebuild is the data migration, not the new code. Here is how we price one: four blocks of days and a multiplier table, with a worked example at our public day rates.
Jamal AbdelkhalekRead
Aug 26, 2026
The True 5-Year Cost of Custom Software
Build, run, corrective maintenance, evolution, exit: the full five-year cost of a business application, computed line by line from our public day rates. The model your CFO can actually check.
Jamal AbdelkhalekRead
Aug 26, 2026
Day Rates From 150 to 450 EUR: What Each Rate Covers and Why the Spread
Our rates are public: 150, 200, 300, 400 and 450 EUR per day. Here is who works at each band, what the price covers and how to check every number on our quote page.
Jamal AbdelkhalekRead
Aug 25, 2026
System architecture: what is still standing after three years in production
An architecture is not judged on a diagram. It is judged the night a service goes down, the month the team doubles, the year the product pivots. These are the principles we apply to every system we build.
Jamal AbdelkhalekRead
Jul 6, 2026
Talent Has No Borders. Neither Should Your Next Hire.
Hiring a senior engineer in Europe takes months you don't have, for talent that isn't there. Except it is there, just somewhere else. Here's how a European company taps world-class brainpower without opening an office, sifting CVs, or managing anyone.
Jamal AbdelkhalekRead
Jul 5, 2026
You Shouldn't Have to Manage Anyone. That's Our Job.
Offshore has a bad reputation, and often it's deserved, because most of it is just bodies rented by the day with the management dumped on you. Managed talent is the opposite. Here's the difference, and why we carry everything except your vision.
Jamal AbdelkhalekRead
Apr 28, 2026
Extending your team without hiring: what it actually changes
Hiring eight engineers in 2026 takes nine months and costs you the year. An extended team is in place in three weeks. But the real point isn't speed. It's balance.
Jamal AbdelkhalekRead
Apr 28, 2026
We don't bill code. We deliver products that serve your business.
If you measure us in lines of code shipped, you've already lost. The difference between an agency and a product partner isn't price. It's who's thinking about your business on Monday morning.
Jamal AbdelkhalekRead
Apr 28, 2026
Sprint Zero: Why we always start by understanding your business
We don't start with code. We start with the question nobody at the table is asking yet. Here's why five days of framing save you six months of going the wrong way.
Jamal AbdelkhalekRead
Apr 19, 2026
Our AI-Augmented SDLC: How Claude Code and Codex Changed the Way We Ship
At JADEV, we rebuilt our entire development lifecycle around AI. Not because it was trendy, but because the results were too obvious to ignore. Here's what we learned after a year of doing it for real.
Jamal AbdelkhalekRead
Apr 18, 2026
How We Think Before We Code: The Mental Models That Change Everything
At JADEV, code is the easy part. What makes the difference is the thinking that precedes it. Here are the four mental models we apply to every project, and why they radically change outcomes.
Jamal AbdelkhalekRead
Apr 15, 2026
Premium Nearshoring from Morocco: What Nobody Tells You
Nearshoring to Morocco isn't about cost. It's about execution speed with timezone overlap. Here's why I built JADEV as a dual-entity between Brussels and Rabat, and what it actually changes.
Jamal AbdelkhalekRead
Apr 12, 2026
Building on Azure as a European SMB: What I Wish I Had Known Before
Lessons learned from deploying Azure architectures for European SMBs, Function Apps, App Services, container workloads, and the practical advice I wish someone had given me earlier.
Jamal AbdelkhalekRead
Apr 10, 2026
Local data, sovereign cloud, on-premise: how we help our clients decide
On-premise, sovereign cloud, or hybrid? The real question isn't where your data lives, it's who has access. Lessons from our work across Europe and Morocco.
Jamal AbdelkhalekRead
Apr 8, 2026
Next.js, Angular, .NET: How We Pick the Right Stack Without Getting It Wrong
There is no best stack. There is the stack that serves your product. Here is how we decide at JADEV, no dogma, no trends.
Jamal AbdelkhalekRead
Apr 5, 2026
Our automated PR reviews: how we cut review time by 3x without sacrificing quality
We set up automated PR reviews at JADEV. The result: review time cut by 3x, zero secrets in code, and developers who sleep better at night.
Jamal AbdelkhalekRead
Mar 16, 2026
Working with an ISO 27001 certified customer
A certified customer does not need you to be certified. They need to prove to their auditor that they control what you do with their data. What that changes for a team delivering from Rabat.
Jamal AbdelkhalekRead