Most B2B founders treat pricing as a number they pick and revisit annually. It is a product decision that shapes your roadmap, your customer profile, and your growth motion from day one.
Most security checklists were written for teams with a dedicated security engineer. Here is the version for a 10-person SaaS with two engineers, one overloaded CTO, and an enterprise prospect asking for a questionnaire.
Partial indexes in Postgres speed up filtered reads and can also cut UPDATE throughput by 40%. Here is the full picture: the selectivity threshold, HOT updates, and covering partial indexes.
AI has broken the signal in most engineering take-home formats. The one that survives is code review — and the reason it survives reveals what you should be measuring in the first place.
After quantisation, KV caching, and model cascade, most teams find the bill is still too high. The reason: the biggest cost drivers for most LLM features are product decisions, not infrastructure ones.
The DPDP Rules 2025 specify six engineering obligations for Indian SaaS products. Here is what consent, erasure, security safeguards, and the rights API look like in code, with a priority order for compliance.
Between 2021 and 2024, three major open-source projects changed their licences to fight cloud providers. Two reversed within two years. The record tells a clear story about what actually works.
The standard advice for fixing a B2B freemium tier — smaller limits, better upgrade triggers, smarter segmentation — treats execution as the root cause. It isn't. Here are three structural reasons why.
A unique constraint stops the check-before-insert race but leaves concurrent in-flight requests undefined. Here is the state machine pattern — with Postgres code — that handles all six failure modes.
India has five DPI layers: Aadhaar, UPI, ONDC, Account Aggregator, and OCEN. Each is governed separately, has its own API surface, and has a different adoption curve. Here is what each one does in 2026.
Most teams building on LLM APIs conflate function calling, tool use, and structured outputs. They look similar but work differently. Here is what each mechanism actually does and why picking wrong compounds at scale.
Your eSign audit trail proves who signed and when. India's BSA 2023 requires a Section 63 certificate before that record is admissible as evidence — and your eSign platform can't issue it for you.
Practical guides, product updates, and compliance notes — straight to your inbox. No fluff.
Newsletter is opening soon. We'll switch this on once we've got our first issue ready.