kapil Maheshwari - DEV Community

kapil Maheshwari

Aug 31

Prompt Caching vs Fine-Tuning: A Cost-Effective Decision Framework

#ai #llm #startup #programming

3 min read

kapil Maheshwari

Aug 30

Determining Request Escalation to Frontier Models

#ai #llm #startup #programming

3 min read

kapil Maheshwari

Aug 29

Semantic Caching for LLMs: Cost Savings and Accuracy Risks

#ai #llm #startup #programming

3 min read

kapil Maheshwari

Aug 28

Designing Sharding-Ready IDs for Cost-Efficient Scalability

#scaling #architecture #startup #programming

3 min read

kapil Maheshwari

Aug 27

When pgvector Outshines Dedicated Vector Stores at Scale

#scaling #architecture #startup #programming

3 min read

kapil Maheshwari

Aug 26

Understanding Scaling Thresholds: Preparing for 10x and 100x Growth

#scaling #architecture #startup #programming

3 min read

kapil Maheshwari

Aug 25

Cost per User: Unveiling the True Scalability of Your Architecture

#scaling #architecture #startup #programming

3 min read

kapil Maheshwari

Aug 24

Data Isolation Techniques for Multi-Tenant B2B SaaS Backends

#api #backend #programming #webdev

3 min read

kapil Maheshwari

Aug 23

Managing Burst Traffic with Backpressure and Rate Limiting

#api #backend #programming #webdev

3 min read

kapil Maheshwari

Aug 22

Decoupling AI Calls: When to Implement a Queue

#api #backend #programming #webdev

3 min read

kapil Maheshwari

Aug 21

API Versioning Without Breaking Clients: A Contract-First Approach

#api #backend #programming #webdev

3 min read

kapil Maheshwari

Aug 20

Idempotency Keys: Enhancing API Resilience Against Retried Calls

#api #backend #programming #webdev

3 min read

kapil Maheshwari

Aug 18

Load Testing to Failure: Uncovering Your True Performance Limits

#performance #database #programming #webdev

3 min read

kapil Maheshwari

Aug 17

Read Replicas vs Sharding: Prioritizing Postgres Scaling Solutions

#performance #database #programming #webdev

3 min read

kapil Maheshwari

Aug 16

Preventing Connection Pool Exhaustion in Scalable Backends

#performance #database #programming #webdev

3 min read

kapil Maheshwari

Aug 15

Optimizing Database Indexing for Write-Heavy AI Logging

#performance #database #programming #webdev

3 min read

kapil Maheshwari

Aug 14

Eliminating N+1 Queries: Speed Up Your Launch Now

#performance #database #programming #webdev

3 min read

kapil Maheshwari

Aug 13

Navigating Data Egress Fees: A Cloud Cost Blind Spot

#cloud #devops #startup #programming

3 min read

kapil Maheshwari

Aug 12

Optimizing Committed-Use Savings Plans: Startup Edition

#cloud #devops #startup #programming

3 min read

kapil Maheshwari

Aug 11

The Idle-Resource Audit: Uncovering Hidden Cloud Costs

#cloud #devops #startup #programming

3 min read

kapil Maheshwari

Aug 10

Autoscaling Cold Starts: Maintaining P99 Latency Without Idle Costs

#cloud #devops #startup #programming

3 min read

kapil Maheshwari

Aug 9

Right-Sizing Kubernetes Resource Requests Without Outages

#cloud #devops #startup #programming

3 min read

kapil Maheshwari

Aug 8

Per-Service Data Ownership: The Key to Microservices Success

#architecture #microservices #startup #programming

3 min read

kapil Maheshwari

Aug 7

Avoiding the Distributed Monolith Trap in Microservices

#architecture #microservices #startup #programming

3 min read

kapil Maheshwari

Aug 6

Event-Driven vs Request/Response: Optimizing Microservice Boundaries

#architecture #microservices #startup #programming

3 min read

kapil Maheshwari

Aug 5

Defining Service Boundaries: Business Capabilities vs Technical Layers

#architecture #microservices #startup #programming

3 min read

kapil Maheshwari

Aug 4

Strangler-Fig Migration: Extracting Microservices Without Outages

#architecture #microservices #startup #programming

3 min read

kapil Maheshwari

Aug 3

Streaming vs Batching LLM Responses: Cost and Latency Insights

#ai #llm #startup #programming

3 min read

kapil Maheshwari

Aug 2

Designing Graceful Degradation for LLM Rate Limits

#ai #llm #startup #programming

3 min read

kapil Maheshwari

Aug 1

Summarizing Conversation History to Cut Context Costs

#ai #llm #startup #programming

3 min read

kapil Maheshwari

Jul 31

Implementing Token Budgets: Preventing AI Bill Shock

#ai #llm #startup #programming

3 min read

kapil Maheshwari

Jul 30

Optimizing AI Costs: Leveraging Batch APIs for Non-Urgent Tasks

#ai #llm #startup #programming

3 min read

kapil Maheshwari

Jul 29

Prompt Caching vs Fine-Tuning: A Cost-Effective Decision Framework

#ai #llm #startup #programming

3 min read

kapil Maheshwari

Jul 28

Model-Routing Thresholds: Optimizing Frontier Model Requests

#ai #llm #startup #programming

3 min read

kapil Maheshwari

Jul 27

Semantic Caching for LLMs: Cost Savings vs. Accuracy Risks

#ai #llm #startup #programming

3 min read

kapil Maheshwari

Jul 26

Designing Sharding-Ready IDs for Cost-Effective Scalability

#scaling #architecture #startup #programming

3 min read

kapil Maheshwari

Jul 25

Vector DB Cost at Scale: When pgvector Beats Dedicated Stores

#scaling #architecture #startup #programming

3 min read

kapil Maheshwari

Jul 24

Scaling Thresholds: Predicting Breakpoints at 10x and 100x Growth

#scaling #architecture #startup #programming

3 min read

kapil Maheshwari

Jul 23

Cost per User: The Key Metric for Scalable Architecture

#scaling #architecture #startup #programming

3 min read

kapil Maheshwari

Jul 22

Multi-Tenancy Data Isolation Patterns for B2B SaaS Backends

#api #backend #programming #webdev

3 min read

kapil Maheshwari

Jul 21

Handling Burst Traffic: Backpressure and Rate Limiting for AI APIs

#api #backend #programming #webdev

3 min read

kapil Maheshwari

Jul 20

Decoupling Slow AI Calls: When to Introduce a Queue

#api #backend #programming #webdev

3 min read

kapil Maheshwari

Jul 19

API Versioning Without Breaking Changes: A Contract-First Approach

#api #backend #programming #webdev

3 min read

kapil Maheshwari

Jul 18

Idempotency Keys: Designing APIs for Robust Retry Logic

#api #backend #programming #webdev

3 min read

kapil Maheshwari

Jul 17

Load Testing to Failure: Finding Your True Performance Ceiling

#performance #database #programming #webdev

3 min read

kapil Maheshwari

Jul 16

Read Replicas vs Sharding: Choosing Wisely for Postgres Scale

#performance #database #programming #webdev

1

3 min read

kapil Maheshwari

Jul 15

Connection Pool Exhaustion: The Silent Killer of Scaling Backends

#performance #database #programming #webdev

1

3 min read

kapil Maheshwari

Jul 14

Optimizing Database Indexing for Write-Heavy AI Logging Workloads

#performance #database #programming #webdev

3 min read

kapil Maheshwari

Jul 13

Eliminating N+1 Queries: Speed Up Your Launch Now

#performance #database #programming #webdev

3 min read

kapil Maheshwari

Jul 12

Navigating Data Egress Fees: A Hidden Cloud Cost for Startups

#cloud #devops #startup #programming

3 min read

kapil Maheshwari

Jul 11

Optimizing Committed-Use Savings Plans for Startups

#cloud #devops #startup #programming

3 min read

kapil Maheshwari

Jul 10

Unlocking Startup Savings: The Idle-Resource Audit

#cloud #devops #startup #programming

1

3 min read

kapil Maheshwari

Jul 9

Maintaining P99 Latency with Autoscaling Cold Starts

#cloud #devops #startup #programming

1

3 min read

kapil Maheshwari

Jul 8

Right-Sizing Kubernetes Resource Requests Without Outages

#cloud #devops #startup #programming

1

3 min read

kapil Maheshwari

Jul 7

Per-Service Data Ownership: Avoiding Database Monoliths

#architecture #microservices #startup #programming

1

3 min read

kapil Maheshwari

Jul 6

Avoiding the Distributed Monolith Trap in Microservices

#architecture #microservices #startup #programming

1

3 min read

kapil Maheshwari

Jul 5

Event-Driven vs Request/Response: Service Boundary Decisions

#architecture #microservices #startup #programming

3 min read

kapil Maheshwari

Jul 4

Service Boundaries: Balancing Business and Technical Layers

#architecture #microservices #startup #programming

3 min read

kapil Maheshwari

Jul 2

Strangler Fig Migration: Seamlessly Extracting Microservices

#architecture #microservices #startup #programming

1

3 min read

kapil Maheshwari

Jul 1

Streaming vs Batching LLM Responses: A Cost and Latency Analysis

#ai #llm #startup #programming

3 min read

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