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Built in Bits

Work

There are no client testimonials yet — so instead, here's real capability, demonstrated honestly. These are our own projects and live demos, not implied client work.

Agents

Dogfooded RAG knowledge assistant

Answering repetitive prospect questions without a human in the loop, grounded only in real service content (no hallucinated claims).

Next.jsOpenAI/Anthropic APIRetrieval-augmented generation

Multi-step lead-qualification agent

Turning an unstructured inbound message into a qualified, scored lead with a drafted reply — in seconds, not hours.

TypeScriptLLM structured outputZod validation

Fixed-pipeline agent workflow

Showing an agent's reasoning as discrete, auditable steps instead of an opaque black box — classify, retrieve, decide, draft.

Next.js API routesLexical retrievalLLM structured output

Automation

Unstructured text to structured action

Manual re-typing of invoice/text data into internal systems — replaced with extraction into a structured, actionable record.

Next.js API routesLLM JSON extraction

Forecasting

Lightweight demand/trend forecasting

Giving a non-technical owner a usable trend forecast from a plain spreadsheet export, without a data-science team.

Statistical forecastingRecharts

Web

This site, built in the open

A bilingual, accessible, fast marketing site built solo, with live demos instead of static claims.

Next.jsTypeScriptTailwind CSSnext-intl