
Field notes. Written by the people who ship.
Honest writing on Business Central, AI engineering with Claude, ERP implementation, SaaS product thinking and digital marketing in India. No clickbait, no listicles, no exclamation marks.
11 posts · sorted newest first.
Written by the engineering team, edited by the founder, fact-checked against the codebases we ship. Approximately one post per week.

Why Claude is the default AI across every SourceForge product
The reasoning behind making Anthropic Claude the default text model across every SourceForge product — and the one exception we make for media.

Building an AI Assistant for Business Central: 61 tools, hardcoded write whitelists, and Preview-and-Confirm
The engineering choices behind a Claude-powered conversational interface that lives inside Microsoft Dynamics 365 Business Central — and why the simplest decision was the most important.

Cost engineering 60 Claude agents: prompt caching, Batch API and the Haiku/Sonnet/Opus mix
How Marketing OS runs 60+ production agents on Claude at a cost structure that competes with traditional agencies — and the four levers that get it there.

What Microsoft Dynamics 365 Business Central actually is, and where it fits in the Indian SMB stack
An honest primer on Business Central for Indian small and mid-sized businesses considering an ERP upgrade — what it is, what it isn't, and the questions to ask before committing.

Schema first, UI third: why we refuse to start screens before the data model is signed off
Why we order ERP projects schema → API → UI, and what happens when teams skip the first step. A working note from a decade of implementations.

Multi-tenancy from line one: Postgres Row-Level Security in practice
Every SourceForge product that touches more than one customer is multi-tenant from the first commit. The mechanism is Postgres Row-Level Security, two database roles, and a discipline.

From Tally to Business Central: a migration playbook that respects your CA
The realistic path from Tally Prime to Microsoft Dynamics 365 Business Central for an Indian SMB. Six phases, twelve weeks, and a CA who isn't furious with you.

On-prem-ready by default: shipping the same product to AWS, a VPS, and a school server room
Every SourceForge product is deployable to any Docker host without a code change. The principle, the practice, and the small details that make it actually work.
Five topics we write about with conviction.
Each topic maps to a real practice inside SourceForge. Writing comes after shipping — never the other way around.
Business Central
AL extensions, AI integrations and BC implementation patterns.
AI & Claude
Practical AI engineering with Claude for production systems.
ERP Implementation
Methodology, change management and India compliance.
SaaS Product Thinking
Building, shipping and operating SaaS products that scale.
Digital Marketing
SEO, content, paid and AI-led marketing for SMBs.
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Tags cross-cut categories. Use them to find every post that touches a particular technology, market or theme.
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Want to contribute?
Working on a Business Central, AI agent or ERP problem and have a write-up worth publishing? We'll consider guest pieces from practitioners — paid, credited, lightly edited.
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- Paid honorarium · author credit · LinkedIn cross-post
Read enough? Talk to us.
The blog exists because we'd rather show our thinking than pitch it. If the writing resonates and you have a real problem to solve, we'd like to hear about it.
