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giuseppe-trisciuoglio avatar

Aws Lambda Java Integration

giuseppe-trisciuoglio/developer-kit
2k installs322 stars
Summary

Solid foundation for getting Java running on Lambda without the usual multi-second cold start pain. Covers both Micronaut (sub-1s with DI) and raw Java (sub-500ms minimal) approaches with actual handler examples and deployment configs for Serverless Framework and SAM. The connection management patterns are the real value here, showing you how to initialize AWS clients once as static fields instead of recreating them per invocation. Includes the deployment YAMLs you actually need and warns you about the Java-specific gotchas like classpath scanning and oversized JARs. If you're stuck choosing between framework convenience and cold start performance for a serverless Java project, this gives you both paths with realistic numbers.

Install to Claude Code

npx -y skills add giuseppe-trisciuoglio/developer-kit --skill aws-lambda-java-integration --agent claude-code

Installs into .claude/skills of the current project.

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CodeRabbit
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
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CodeScene MCP ServerCodeScene MCP Server
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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
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CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
belt - the only tool your agent needs
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
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create and run specialised agents in minutes
build now →
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Plug Mailtrap into your AI workflow and let it handle the email.
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Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
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CodeScene MCP ServerCodeScene MCP Server
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Files
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Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Categories
Backend & APIsDevOps & CI/CDRelease ManagementDebuggingCloud & InfrastructureJava & JVM
First SeenMay 16, 2026
View on GitHub

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