Pratik Sahu
9 min
FastAPI + Laravel Sidecars for AI Workloads
Keep Laravel as system of record; offload embeddings and batch inference to FastAPI services with typed contracts.
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Engineering notes on Laravel, APIs, databases, and shipping software in production.
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Featured · 9 min read
APIsSpring Data JPA: production notes
Spring Data JPA speeds repository work while still demanding respect for fetch graphs and transactions.
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9 min
AI Agents in Production on Laravel
Shipping AI agents is a backend problem: plans, tool calls, retries, RBAC, and human escalation—patterns that work on La...
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9 min
AWS: production notes
AWS provides primitives for global products — design for regions, IAM boundaries, and cost visibility early.
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9 min
Query Optimization: production notes
Query optimization starts with EXPLAIN, not premature caching — fix the shape of data access first.
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11 min
Microservices: Privacy & compliance
How **Microservices** supports **Privacy & compliance** in Architecture — retention, consent, and audit trails.
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11 min
MVC: Schema migrations
How **MVC** supports **Schema migrations** in Architecture — online DDL, backfills, and zero-downtime deploys.
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11 min
GitHub Actions: Observability
How **GitHub Actions** supports **Observability** in Testing & CI/CD — logs, metrics, traces, and alerting.
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11 min
GitHub Actions: Webhook patterns
How **GitHub Actions** supports **Webhook patterns** in Testing & CI/CD — signatures, fast ack, and async processing.
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11 min
Spring Data JPA: Load testing
How **Spring Data JPA** supports **Load testing** in Java & Spring — fixtures, soak tests, and capacity plans.
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11 min
Spring Security: API design
How **Spring Security** supports **API design** in Java & Spring — contracts, versioning, and error envelopes.
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11 min
REST APIs: Webhook patterns
How **REST APIs** supports **Webhook patterns** in Python — signatures, fast ack, and async processing.
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9 min
Google Cloud Platform: production notes
GCP hosts compute, storage, and managed services — IAM and billing alerts are part of the architecture.
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