SoftwareArchitecture-Instruct v1 — Chat

An instruction-tuned LLM for **software architecture**. Built on LiquidAI/LFM2-1.2B, fine-tuned with the Software-Architecture dataset. Designed for technical professionals: accurate, detailed, and on-topic answers.
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Samples

Samples

• Explain the API Gateway pattern and when to use it. • CQRS vs Event Sourcing — how do they relate, and when would you combine them? • Design a resilient payment workflow with retries, idempotency keys, and DLQ. • Rate limiting strategies for a public REST API: token bucket vs sliding window. • Multi-tenant SaaS: compare shared DB, schema, and dedicated DB for isolation. • Blue/green vs canary deployments — trade-offs and where each fits best.

Tip: Increase Max new tokens for longer, more complete answers.

— Built for engineers and architects. Base model: LiquidAI/LFM2-1.2B · Fine-tuned: Software-Architecture dataset.