Case studies

How we ship — honest write-ups of architecture, trade-offs, and outcomes.

From the DeveloperBox AI Factory: the decisions, pipelines, and numbers behind real client work — written to be useful, not filler.

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Showing 12 of 12 stories

Featured storySoftware Factory14 min read

Agentic AI Quality Pipeline for High-Volume Data

A hub-and-spoke labeling system where orchestrator agents route edge cases to human review — accuracy up, throughput steady, and the factory never sleeps.

Ayush

Mar 2026

At a glance

More case studies

Content Factory9 min read

Framer Motion Marketing Site Rebuild — Motion Without the Bloat

Scroll-linked storytelling that stayed performant: shared animation primitives and lazy sections kept CLS flat.

Software Factory12 min read

Building a SaaS MVP in 48 Hours with the AI Software Factory

How DeveloperBox shipped a fully functional project management SaaS from zero to production in under 48 hours using AI-accelerated delivery.

Software Factory15 min read

Docker-Based Observability Suite for Microservices

Standardized sidecars, log shapes, and traces — one helm chart brought forty services onto the same dashboards.

Content Factory11 min read

Content Ops Factory — Editorial Throughput Without the Chaos

A unified brief-to-publish lane for blogs and social: tone-locked drafts, compliance checks, and scheduling—without a spreadsheet war room.

Software Factory12 min read

LangChain Copilot for Tier-1 Support Resolution

Grounded answers from tickets, KB, and runbooks — agents escalate with evidence packs, not guesses.

Software Factory13 min read

GraphQL Federation for Omnichannel Retail APIs

One graph over legacy REST microservices — storefront teams ship features without waiting on central API releases.

Software Factory16 min read

AWS Lakehouse Pipeline for Finance Analytics

Bronze–silver–gold on S3 and Athena — analysts query curated tables while raw lands immutable for regulators.

Software Factory16 min read

Enterprise API Governance Mesh — One Control Plane, Many Teams

Central policies for rate limits, auth scopes, and audit trails across dozens of internal APIs—without slowing product squads.

Software Factory14 min read

GitHub Actions Guardrails for Regulated Releases

Required checks, artifact signing, and environment gates — pipelines auditors could trace without shadow IT scripts.

Software Factory10 min read

Global Edge Launch on Vercel — Under Budget, On Deadline

ISR plus edge configs for forty locales; Lighthouse green without a bespoke CDN science project.

Software Factory11 min read

Pinecone-Powered Semantic Search for Policy Docs

Employees find the right clause in seconds — embeddings refresh on every policy publish, with access control at query time.