Insights - Pre-Built AI Systems to Accelerate Your Product Development

At AppGambit, we believe clarity comes from action. We run small, intentional experiments to explore ideas and share what proves useful in practice.

Categories

AIAgenticCloudResearchOpen Source

Experimental Agents

Research documents and specifications for building production-grade AI agents using the Claude Agent SDK.

Claude CodeClaude Agent SDKMarkdownSystem Architecture
AICloudAWSServerlessOpen Source

DocProof

AI-Powered Document Validation Engine for Onboarding Workflows that automates document collection, extraction, and validation.

SST v3TypeScriptReactNodeJSAWSAWS BedrockClaudeDynamoDB
AILocal AIAudioOpen Source

ProxyCall

A prototype local AI workflow that attends your online meetings and responds in your cloned voice. Everything runs on Apple Silicon with 24GB RAM.

PythonOllamaLlama 3.1Voxtral ASRVoicebox TTSBlackHole
AIWebAgentic

RepoSense

AI Agent Powered Code Analysis Platform that turns legacy codebases into living documentation.

Mastra TypeScriptOpenRouterReactTypeScriptTailwind CSSNode.jsExpressPostgreSQLRedisDocker
AIWebGoogleHuggingFaceLocal AIOpen Source

MedScribe

A privacy-focused clinical assistant that analyzes patient encounters locally using Google's medical AI models — no cloud APIs, no data leaving your device.

Next.jsTypeScriptReactNodeJSFastAPIHuggingFaceGoogle MedGemmaGoogle MedASRDockerPostgreSQL
WebOpen Source

Reccord

Reccord is a web-based, open-source screen recording application built with modern web technologies.

Next.jsTypeScriptReactNodeJSTailwind CSSSQLiteSequelizeFFmpegDocker
WebOpenSourceOpen Source

MyChat

Build your own Embeddable AI Chatbot Widget in minutes — no coding required!

Next.jsTypeScriptReactNodeJSTailwind CSSPostgreSQLSequelizeDockerOpenRouter
AICloudAWSDevOpsOpen Source

CloudCorrect

CloudCorrect is an open-source engine for continuously validating cloud architecture correctness using executable invariants.

Next.jsReactNodeJSAWSPostgreSQL
AIWebReddit

Funnell

A simple yet powerful signal processing engine that turns Reddit discussions into actionable insights using AI.

Next.jsTypeScriptReactNodeJSTailwind CSSPostgreSQLSequelizeDockerOpenRouterRedditnode-cron
WebCloudAWSServerless

MyConnectCenter

Self-Service Business Telephony Platform using Amazon Connect.

Next.jsTypeScriptReactNodeJSTailwind CSSPostgreSQLSequelizeDockerAWSAmazon Connectnode-cron
AICloudAWSServerless

StackAdvisor.AI

StackAdvisor AI guides non-technical founders and development teams through the complete software development planning lifecycle - from initial idea brainstorming to final system architecture, technology stack recommendations, and cost estimation.

Next.jsReactNodeJSAWSAWS ServerlessAWS BedrockOpenRouterAWS Aurora Serverless Postgres
AIAudioWebHuggingFace

NanoVoice

(Inspired from PicoVoice.ai) Using latest release of Google DeepMind FunctionGemma model to build a compact, self-contained Speech-to-Intent library.

Next.jsReactNodeJSPostgresGoogle GemmaTransformers.jsHuggingFaceWhisperGoogle FunctionGemmaChrome Speech API
WebCloudAWSAmazon Connect

Connect Recordings

Manage Amazon Connect call recordings in a single dashboard, for multiple instances.

Next.jsTypeScriptReactNodeJSTailwind CSSPostgreSQLSequelizeDockerAWSAmazon Connectnode-cron
CloudAIAWSDevOps

AuditPilot

AWS Cloud Auditing Platform meant to help in various Compliance Management.

Next.jsTypeScriptReactNodeJSTailwind CSSPostgreSQLSequelizeDockerAWSnode-cron
WebAIAgenticOpen Source

DraftFlow

Draftflow helps technical founders turn ideas into consistent, high-signal posts — without living on social media.

Next.jsTypeScriptReactNodeJSTailwind CSSPostgreSQLSequelizeDockerOpenRouternode-cron
AICloudAWS

SmartInspection

SmartInspect is a cloud-based AI application designed for automated visual inspections.

Next.jsReactNodeJSSupabaseOpenRouter

Let's connect

Before You Commit, Let’s Align

Bring your insight, imagination, and the courage to do what others think can’t be done. Bring everything that makes you unique. Together, we will build it.