rds-proxy

Patterns for connecting AWS Lambda to PostgreSQL through RDS Proxy, which pools database connections for applications that may run many concurrent functions. It also covers Prisma, transactions, and read replicas.

In plain words
What is it for?
Use it to configure Prisma with an RDS Proxy endpoint, reuse one client per Lambda, run atomic transactions, route reads to replicas, and account for replication delay.
Why use it?
Lambda can create too many database connections as it scales, while RDS Proxy reuses connections and can reduce connection setup costs. The guidance also helps avoid long transactions and inefficient database queries.

Cursor rule for Cursor

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add rules/goranerhartic/cursor-development-rules/rds-proxy
Clone the repo
git clone --depth 1 https://github.com/GoranErhartic/cursor-development-rules

Made for: Cursor.

Per session 18 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 351 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00018 $0.00351
Opus 5 $0.00009 $0.00176
Sonnet 5 $0.00004 $0.00070
Haiku 4.5 $0.00002 $0.00035

Measured 2d ago against content hash f30013d2170c, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

rds-proxy scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.cursor/rules/languages/aws-lambda/rds-proxy.mdc · 32 lines

What it actually says

RDS Proxy with PostgreSQL

Why RDS Proxy

  • Lambda scales to many concurrent executions; each can open a DB connection. RDS Proxy pools connections and multiplexes, avoiding exhaustion and reducing cold-start connection cost.
  • Use RDS Proxy endpoint (not RDS direct) in DATABASE_URL for Lambda.

Prisma

  • Schema: datasource db { provider = "postgresql", url = env("DATABASE_URL") }; use RDS Proxy URL; binaryTargets include Lambda runtime (e.g. rhel-openssl-3.0.x)
  • Client: Single PrismaClient instance (singleton); avoid creating per request
  • Transactions: prisma.$transaction([...]) for atomicity; use interactive transactions only when needed (long-running can hold connection)
  • Connection: Set pool size in URL if needed; RDS Proxy handles pooling; keep connections short-lived (no long-held transactions in Lambda)

Read Replicas

  • Use separate DATABASE_READ_URL for read-only queries if you have replicas; create second Prisma client or switch URL for read path; ensure replication lag is acceptable

Conventions

  • One PrismaClient per Lambda; use RDS Proxy URL; avoid N+1 (use include/select); close client on shutdown if implementing graceful close

Anti-Patterns

  • Direct RDS URL in Lambda; new client per invocation; long-running transactions; ignoring connection limits

See also: dynamodb.mdc, lambda-handlers.mdc, cdk-infrastructure-data.mdc

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 32 lines · 18 tokens per session scan A f30013d2170c

Subscribe to this mod's changes

rds-proxy is a cursor rule published in the GitHub repository GoranErhartic/cursor-development-rules (19 stars, last pushed 6mo ago), licensed MIT. It adds 18 tokens to every session and 351 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.