Eighteen guides, grouped by the decision they answer
Guides
A guide list sorted by publish date tells you nothing about which one solves your problem. Sorting by decision type does. Filter by cost, an architecture choice, AI operations or delivery practice to find the one that answers your actual question.
01Filter before you read
Eighteen guides, filtered by decision type.
Every guide here answers one specific engineering or hiring decision in depth, grouped by whether the question is about cost, an architecture choice, AI operations or delivery practice.
Showing 19 of 19
- Cost model · Guide
React Developer Cost
What actually drives a React hire's cost, and how to build your own defensible estimate.
- Cost model · Guide
Python Developer Cost
The cost variables specific to Python hiring, from data-heavy roles to general backend work.
- Cost model · Guide
Java Developer Cost
Why Java hiring costs diverge sharply between legacy maintenance and greenfield platform work.
- Cost model · Guide
.NET Developer Cost
How .NET's enterprise footprint changes the cost calculation compared with other stacks.
- Cost model · Guide
Node.js Developer Cost
What changes when a role blends backend Node.js work with real-time or API-heavy systems.
- Cost model · Guide
AI Development Cost
Why an AI feature's cost turns on data readiness and evaluation work, not headline model fees.
- Cost model · Guide
Offshore Development Cost
The real trade-offs behind an offshore rate, beyond the number printed on a rate card.
- Cost model · Guide
Software Development Cost in India
What India-specific cost claims usually leave out, and how to check one against reality.
- Architecture decision · Guide
Microservices vs Monolith
The conditions under which splitting a monolith pays off, and when it only adds operational cost.
- Architecture decision · Guide
Kubernetes vs Docker
Why the two solve different problems, and when a team needs one without the other.
- Engagement decision · Guide
Staff Augmentation vs Outsourcing
How the two models allocate control and risk differently, despite similar sales pitches.
- Delivery practice · Guide
Cloud Migration Strategy
The sequencing decisions that determine whether a cloud migration finishes on schedule.
- Delivery practice · Guide
DevOps Best Practices
The practices that hold up under real incident pressure, not just in a slide deck.
- AI operations · Guide
What Is LLMOps
What actually changes operationally once a large language model reaches production.
- AI operations · Guide
What Is AgentOps
The specific new failure modes an autonomous agent introduces, and how teams watch for them.
- AI operations · Guide
What Is a Forward Deployed Engineer
The role that ships one customer's AI use case to production, and how it differs from the roles it sits beside.
- AI operations · Guide
AIOps vs MLOps vs LLMOps
How three overlapping disciplines actually divide responsibility on a real AI platform team.
- AI operations · Guide
LLM Observability Tools
What a monitoring stack needs to catch that traditional application observability misses.
- Delivery practice · Guide
Application Managed Services
Where managed-services responsibility starts and stops against an internal team's own work.