Dev48
Language
  • About
  • Services
  • Industries
  • Technologies
  • Articles
  • Contacts
Book a call
    Home/Articles/How to build or migrate an ai agent with aws startup advisor
Dev48
info@dev48.org+375 29 320-40-96WhatsApp@isky_by

© 2026 · All rights reserved.

How to build or migrate an AI agent with AWS Startup Advisor

Фото: Austin Distel (Unsplash) — https://unsplash.com/photos/three-men-sitting-on-chair-beside-tables-mpN7xjKQ_Ns?utm_source=dev48&utm_medium=referral

Source: Amazon Web Services, Inc.•November 14, 2026 at 01:56 AM

How to build or migrate an AI agent with AWS Startup Advisor

AWS Startup Advisor now has expanded agent capabilities. Turn an idea or prototype into a recommended architecture and working POC, or map an existing agent stack to AWS without rebuilding.

AWS Startup Advisor pre-fills what it already detected (framework, multi-agent, model provider) and asks only what it cannot infer. Each question carries a safe default (the pre-filled answer it applies if you do not respond), so the flow never stalls. The questions are adaptive and multiple-choice:

Q1 - What matters most for the LLM model choice? (Gemini today; on AWS the natural target is Amazon Bedrock.) > A) Best quality / reasoning B) Fastest speed C) Lowest cost > D) Specialized capability E) Balanced [selected]

Q2 - How do you want to run the agent on AWS? > A) Fully managed (rebuild on the platform) > B) Bring my framework (run my existing code) [selected, recommended]

Q3 - How long does a typical research task run end-to-end? > A) < 15 min B) 15 min to 8 hr [selected] C) > 8 hr

Q4 - How much of the ops do you want to own? > A) Minimal B) Moderate [selected] C) Full control

Q5 - What traffic shape do you expect? > A) Steady / continuous [selected] B) Bursty / spiky C) Rare

The remaining questions covered state model (stateful), cross-conversation memory (session-only), tenant isolation (nice to have), compliance (none), and region (single). Anything the code already answered was shown pre-filled, so this run took a handful of clicks, not a lengthy questionnaire.

← All articles

What this article says

More in Cloud & Infrastructure

All →
A technical decision-maker’s guide to open data architectures with Apache Iceberg
AWS

A technical decision-maker’s guide to open data architectures with Apache Iceberg

Resource Center
AWS

Resource Center

AWS Bio Discovery Resources
AWS

AWS Bio Discovery Resources

Semiconductor and Electronics Resources
AWS

Semiconductor and Electronics Resources

Amazon’s new Kindle Colorsoft is a premium e-reader with a premium priceПресса
Amazon

Amazon’s new Kindle Colorsoft is a premium e-reader with a premium price

HTTPd (CVE-2026-119618): Detecting heap corruption and RCE in Apache HTTP Server mod_http2
Sysdig

HTTPd (CVE-2026-119618): Detecting heap corruption and RCE in Apache HTTP Server mod_http2

More from AWS

A technical decision-maker’s guide to open data architectures with Apache Iceberg
AWS

A technical decision-maker’s guide to open data architectures with Apache Iceberg

Resource Center
AWS

Resource Center

AWS Bio Discovery Resources
AWS

AWS Bio Discovery Resources

Semiconductor and Electronics Resources
AWS

Semiconductor and Electronics Resources

Amazon Redshift Resources
AWS

Amazon Redshift Resources

Migration Evaluator-Ressourcen
AWS

Migration Evaluator-Ressourcen