Tutorials ASP.NET Core with Agentic AI Tutorial
AI Scalability — Complete Guide
AI Scalability — Complete Guide: free step-by-step lesson with examples, common mistakes, and interview tips — part of ASP.NET Core with Agentic AI Tutorial on Toolliyo Academy.
On this page
ASP.NET Core with Agentic AI Tutorial · Lesson 82 of 100
AI Scalability
AI basics ✓ → Agents
Agents · 2 — Build · ~10 min · Module 9: AI System Design and Architecture
What is this?
AI scalability means the platform handles more tenants, tokens, and concurrent streams without linear cost or reliability loss. AgentNest scales stateless APIs, partitions vectors, and queues bursty ERP jobs.
Why should you care?
Successful CRM copilot doubles users monthly — architecture must shard hot paths before Postgres connections saturate.
See it live — copy this example
Paste into an ASP.NET Core 8+ / AgentNest project, then run with dotnet run (set your API keys in user-secrets).
// AgentNest.Api/Program.cs — Kestrel limits
builder.WebHost.ConfigureKestrel(o =>
{
o.Limits.MaxConcurrentConnections = 5000;
o.Limits.KeepAliveTimeout = TimeSpan.FromMinutes(2);
});
builder.Services.AddStackExchangeRedisCache(o => o.Configuration = redisConn);
builder.Services.AddDbContextPool<AgentNestDbContext>(o => o.UseNpgsql(pgConn), poolSize: 128);
What happened?
- Kestrel connection limits, Redis cache, and DbContext pooling address common ASP.NET bottlenecks as AgentNest tenant count grows.
- Follow the steps below — typing the code yourself is the fastest way to learn.
Practice next
- Load-test with k6 simulating 500 concurrent CRM streams.
- Watch Postgres pool exhaustion and Redis latency.
- Partition AiUsageDaily by month; archive old partitions.
- Introduce CQRS read model for CRM agent facts.
- Cap concurrent streams per tenant in middleware.
Remember
Scale API, cache, DB pool, and queues together. Load-test streams and RAG not just health endpoints. Partition large telemetry and usage tables.
Tenfold tenant growth
AgentNest grows from 50 to 500 tenants in one quarter.
Outcome: DbContext pool tuning and Redis session layer prevent connection storms.
Interview prep for this lesson
Practice these questions aloud after reading—each links to a full structured answer.
Sign in to ask a question or upvote helpful answers.
No questions yet — be the first to ask!