Engineering notes, product lessons, and updates from the SparkScribe team.
Showing results for “RAG”
A due-diligence framework for US and UK startups choosing a development agency.
Twelve essential questions for evaluating software development partners: team composition, IP ownership, quality process, timezone overlap,…
How SparkScribe uses Copilot and Cursor without compromising Django production quality.
SparkScribe's rules for AI-assisted coding: PR accountability, mandatory tests, security review, CI backstops, and client transparency on g…
Contract, security, and reliability checks before your Django API ships to integrators.
A REST API checklist for mobile and partner integrations: OpenAPI contracts, auth scopes, pagination, idempotency, webhooks, and partner de…
Integrate LLM features into your existing Django app — phased, bounded, production-safe.
How to add AI to existing web applications without a rewrite: audit use cases, Django service boundaries, phased rollout, and permission-aw…
SparkScribe's phased plan from discovery to launch — scoped for US and UK startup reality.
A ninety-day MVP-to-production playbook: discovery, build sprints, hardening, launch gates, and client responsibilities for startups shippi…
How to structure offshore engineering partnerships that ship — without the usual agency pitfalls.
A practical guide for US and UK startups hiring development teams in India: engagement models, timezone overlap, vetting questions, and wha…
Transparent cost drivers for MVPs, production launches, and AI features — US and UK founder edition.
How SparkScribe estimates custom software cost in 2026: scope drivers, India delivery economics, forgotten line items, and how to get quote…
Why SparkScribe still bets on Django plus React for B2B SaaS — and when we would not.
A 2026-ready take on Django for B2B SaaS: multi-tenant patterns, React frontends, DRF APIs, and honest trade-offs versus Node and serverles…
Retrieval lessons from consumer AI — chunking, freshness, and metrics that actually matter.
Production RAG lessons from Django consumer AI work including AstroSure: retrieval quality, access control, caching, and operating search a…
In the dynamic world of technology, cloud platforms have become the backbone of digital transformation. At SparkScribe Technologies, we lev…
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