Journal

Thinking out loud.

Engineering decisions, product lessons, and honest reflections from 25 years of building software in Kerala. No marketing. Just things we've learned and think are worth sharing.

Laravel Flutter AI Agents ERP Design System Architecture Product Thinking Mobile Apps LLMs Deployment Client Work E-Commerce API Design

Engineering Product Thinking AI & LLMs System Design Client Work Laravel Flutter ERP E-Commerce Mobile Deployment Architecture Engineering Product Thinking AI & LLMs System Design Client Work Laravel Flutter ERP E-Commerce Mobile Deployment Architecture

Engineering Featured

Why we still choose Laravel for complex systems in 2025

Every few years someone declares a new framework the future of web development. We've watched Rails rise and plateau, Node fragment into a thousand opinions, Go find its niche, and Rust creep towards the edges. Meanwhile, we've shipped ERP systems, SaaS platforms, and multi-tenant portals in Laravel — and we keep reaching for it. Here's why.

Apr 18, 2025 8 min read

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Engineering

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AI & LLMs

Building AI agents that survive contact with real data

The demo works perfectly. Then you connect it to the client's actual database — inconsistent formats, null fields, twenty years of legacy records — and everything breaks. Here's what we've learned about building agents that stay useful outside of controlled conditions.

Mar 29, 2025 6 min read

Business

The hidden cost of outsourcing your core product

It looks cheaper on paper. A cheaper vendor, a faster turnaround, a lower day rate. What the spreadsheet doesn't capture is the institutional amnesia that sets in once your system is built by people who will never touch it again.

Mar 10, 2025 5 min read

Business

25 things 25 years of client work taught us

We started Mebron in 2000 when most of our clients were still uncertain about whether they needed a website. Here are 25 lessons — one for each year — about software, clients, and the business of building things that last.

Feb 20, 2025 10 min read

Engineering

Multi-tenancy at scale: lessons from a decade of SaaS platforms

Single database or separate schemas? Row-level isolation or tenant-per-database? We've tried all of them in production. Here's what we reach for now, and why the answer usually depends on a question most architects forget to ask.

Feb 4, 2025 7 min read

Engineering

Why most ERP implementations fail — and how we prevent it

The failure rate for ERP projects is well documented and consistently grim. Most post-mortems blame the software. In our experience, the software is rarely the problem. The problem is the gap between what the system was built to do and how the business actually operates.

Jan 15, 2025 9 min read

Product

Designing for operators, not users

Consumer UX wisdom — minimal clicks, delightful onboarding, progressive disclosure — breaks down when you apply it to enterprise software. The person using your ERP all day has different needs than someone who opens an app twice a week.

Dec 18, 2024 6 min read

AI & LLMs

RAG in production: what the tutorials don't tell you

Retrieval-augmented generation looks straightforward in a Jupyter notebook. Production is different. Chunking strategies, embedding freshness, context window management, hallucination rates under real load — here's what we've encountered building RAG pipelines for actual clients.

Nov 30, 2024 8 min read

More coming

We write when
we have something
worth saying.

No content schedule. No filler posts. We publish when we've learned something worth sharing — typically from a real problem we've solved in production.

Have a project in mind?

If something we've written resonates, we'd love to talk about your specific situation.

Start a conversation See our work

Thinking out loud.

Why we still choose Laravel for complex systems in 2025

All articles

Building AI agents that survive contact with real data

The hidden cost of outsourcing your core product

25 things 25 years of client work taught us

Multi-tenancy at scale: lessons from a decade of SaaS platforms

Why most ERP implementations fail — and how we prevent it

Designing for operators, not users

RAG in production: what the tutorials don't tell you

We write whenwe have somethingworth saying.

We write when
we have something
worth saying.