Stack · shipped systems

The stack I actually ship with.

A practical full-stack toolset across product UI, AI workflows, infrastructure, testing, market data, and payments. Not a logo wall. The stack follows the build.

frontend

Next / React

backend

Node / Python

ops

Vercel / AWS

stack matrix

Practical coverage, grouped by build layer.

Languages

TypeScriptExpert

PythonExpert

C# / .NETAdvanced

JavaScriptExpert

SQLAdvanced

Bash/ShellAdvanced

HCLAdvanced

Frontend

Next.jsExpert

ReactExpert

Tailwind CSSExpert

Framer MotionAdvanced

HTML/CSSExpert

Backend

Node.jsExpert

.NET 8Advanced

ExpressAdvanced

FastAPIAdvanced

REST APIsExpert

GraphQLIntermediate

Databases

PostgreSQLAdvanced

SupabaseExpert

DynamoDBIntermediate

RedisIntermediate

SQLiteAdvanced

Cloud & Infrastructure

AWSAdvanced

VercelExpert

TerraformAdvanced

DockerAdvanced

KubernetesAdvanced

GitHub ActionsExpert

JenkinsAdvanced

CloudFormationIntermediate

Testing & QA

SeleniumExpert

PlaywrightExpert

CypressAdvanced

AppiumAdvanced

pytestExpert

JMeterAdvanced

PostmanExpert

BDD/CucumberAdvanced

AllureAdvanced

AI & Data

GPT-4 / Claude APIAdvanced

scikit-learnIntermediate

pandasAdvanced

NumPyIntermediate

PydanticAdvanced

Trading & Market Data

NinjaTrader 8Expert

Sierra ChartAdvanced

Alpaca APIAdvanced

Market Data APIsAdvanced

Tools & Platforms

GitExpert

GitHubExpert

JiraAdvanced

Discord.jsAdvanced

Stripe APIAdvanced

Allure ReportsAdvanced

TestRailAdvanced

build fit

The stack changes by problem. The standard does not: typed boundaries, visible proof, instrumentation, and code that can be operated after launch.

Scope a build

Stack · shipped systems

The stack I actually ship with.

A practical full-stack toolset across product UI, AI workflows, infrastructure, testing, market data, and payments. Not a logo wall. The stack follows the build.

frontend

Next / React

backend

Node / Python

ops

Vercel / AWS

stack matrix

Practical coverage, grouped by build layer.

Languages

TypeScriptExpert

PythonExpert

C# / .NETAdvanced

JavaScriptExpert

SQLAdvanced

Bash/ShellAdvanced

HCLAdvanced

Frontend

Next.jsExpert

ReactExpert

Tailwind CSSExpert

Framer MotionAdvanced

HTML/CSSExpert

Backend

Node.jsExpert

.NET 8Advanced

ExpressAdvanced

FastAPIAdvanced

REST APIsExpert

GraphQLIntermediate

Databases

PostgreSQLAdvanced

SupabaseExpert

DynamoDBIntermediate

RedisIntermediate

SQLiteAdvanced

Cloud & Infrastructure

AWSAdvanced

VercelExpert

TerraformAdvanced

DockerAdvanced

KubernetesAdvanced

GitHub ActionsExpert

JenkinsAdvanced

CloudFormationIntermediate

Testing & QA

SeleniumExpert

PlaywrightExpert

CypressAdvanced

AppiumAdvanced

pytestExpert

JMeterAdvanced

PostmanExpert

BDD/CucumberAdvanced

AllureAdvanced

AI & Data

GPT-4 / Claude APIAdvanced

scikit-learnIntermediate

pandasAdvanced

NumPyIntermediate

PydanticAdvanced

Trading & Market Data

NinjaTrader 8Expert

Sierra ChartAdvanced

Alpaca APIAdvanced

Market Data APIsAdvanced

Tools & Platforms

GitExpert

GitHubExpert

JiraAdvanced

Discord.jsAdvanced

Stripe APIAdvanced

Allure ReportsAdvanced

TestRailAdvanced

build fit

The stack changes by problem. The standard does not: typed boundaries, visible proof, instrumentation, and code that can be operated after launch.

Scope a build

The stack I actually ship with.

Practical coverage, grouped by build layer.

Engage

Proof

Learn

Studio

The stack I actually ship with.

Practical coverage, grouped by build layer.