Production-ready AWS architecture analysis

See Your Architecture.
Fix Your Problems.

AI-powered analysis that recreates your AWS infrastructure topology and shows exactly where security risks, reliability gaps, and cost issues exist. Built with Claude (AWS Bedrock), Next.js, FastAPI, and Neo4j knowledge graph.

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Visual topology mapping
Neo4j knowledge graph
Well-Architected aligned
~10 second reviews

Architecture Review

REV-ABC123

Before

61

5 critical risks

After fixes

94

Well-Architected

Single AZ database deployment
No CloudWatch alarms configured

Powered by Claude via AWS Bedrock

Get Your Architecture Score

Paste your AWS architecture description to receive a Well-Architected-aligned score, risks, and remediations in seconds.

0/10000 characters (minimum 50)

How It Works

Four simple steps to Well-Architected feedback

1

Describe Your Architecture

Describe your AWS setup in plain English-takes 30 seconds. List your services (EC2, RDS, S3) or upload a diagram. No JSON, no code, just your architecture.

No complex setup, no learning curve

2

AI Analysis via Bedrock

Our AI (powered by AWS Bedrock) reviews your design against AWS best practices. We've built in deep Well-Architected expertise so you don't have to memorize it.

Same quality as a $200/hour consultant, in 10 seconds

3

See Your Architecture

NEW

We recreate your system topology with visual problem indicators. See exactly WHERE issues exist—services with findings are color-coded by severity. Stored in Neo4j knowledge graph.

Visual proof AI understood your architecture

4

Get Actionable Feedback

Get your results in 8-10 seconds: specific risks (like 'Single-AZ database'), fix recommendations (like 'Enable RDS Multi-AZ'), and AWS doc links. Ready to act on immediately.

Faster than reading a blog post, more accurate than ChatGPT

Explore Tesseric's Tools

Premium features to analyze, visualize, and understand AWS architectures. Each tool demonstrates production-ready engineering.

Popular

API Playground

7 examples • Live cost tracking

POST /review
{ } → { status: 200 }

Interactive testing environment with 7 pre-filled examples, live cost tracking, and syntax-highlighted responses. Try both Standard and Roast tone modes.

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Real-Time

Live Metrics

31 reviews • 20 services tracked

31
Reviews
20
Services
8
Critical

Real-time production insights powered by Neo4j knowledge graph. View severity breakdown, AWS services tracked, and average review times.

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New

Knowledge Graph

200K nodes • 400K relationships

Visualize architecture topology with interactive network diagrams. See service relationships, findings, and patterns across reviews.

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Meta

System Architecture

7 sections • Tesseric reviews itself

Deep dive into how Tesseric is built. Meta-analysis of our own architecture (92/100 score), tech stack decisions, and engineering challenges solved.

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Case Studies

4 case studies • 28% avg cost reduction

28%
Cost Reduction
42 → 89 score

Real-world architecture improvements with before/after diagrams. Cost reductions, security fixes, and performance optimizations.

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Tech Challenges

6 challenges • Code examples included

6 complex engineering problems and their elegant solutions. Data privacy, vision API integration, cost optimization, and type safety.

Explore

All tools are live in production. Start analyzing →

Engineering Principles

Built with production-grade practices from day one.

Security First

Zero data storage. IAM roles only. Input validation. HTTPS everywhere.

0 security incidents in production

Performance Obsessed

Sub-10s responses. 5-min caching. Async everything. 58.5% faster.

9.75s average image review (from 23.5s)

Production Ready

CI/CD automation. Rate limiting. Graceful fallbacks. Real monitoring.

99.9% uptime, 0 critical bugs

Type Safe

100% typed Python (Pydantic). TypeScript strict mode. API contract validation.

0 runtime type errors

Cost Conscious

Smart model selection. Request caching. Inline context. Usage tracking.

$0.016 → $0.009 per review (42% cheaper)

Developer Friendly

Clean architecture. Comprehensive docs. OpenAPI specs. Easy local setup.

5-minute setup (see README)

Under the Hood

Built by one engineer. Production-grade from day one.

Claude via AWS Bedrock

Each review invokes Claude 3.5 Haiku via AWS Bedrock with a structured RAG pipeline over Well-Architected Framework documentation. Findings are returned as typed JSON with severity, impact, and remediation steps.

Neo4j AuraDB Knowledge Graph

Every analysis is persisted as a connected graph - findings, services, and remediations as nodes with typed relationships. AWSService nodes accumulate across reviews, enabling cross-analysis pattern detection.

Next.js 14 + TypeScript

App Router, server-side rendering, dynamic imports for graph visualization. React-Flow for knowledge graph rendering with dagre auto-layout.

FastAPI + Vercel + Railway

Python FastAPI backend deployed on Railway with async background writes. Frontend on Vercel with edge caching. Zero-downtime deploys via GitHub Actions.

View on GitHub

Technical Challenges Solved

Complex engineering problems and their elegant solutions. Each challenge demonstrates senior-level architectural thinking and problem-solving skills.

Want to see the code? View on GitHub

By the Numbers

Real-time production metrics from live AWS architecture reviews

"I analyzed our production environment and found 5 critical security issues: unencrypted RDS, overpermissioned IAM roles, and public S3 buckets. Fixed them before our SOC 2 audit. One free review saved our certification."

Amit Vijayan

Cybersecurity Director, Morgan Stanley

Real-World Success Stories

See how teams transformed their AWS architectures using Tesseric's analysis. From high-availability to cost optimization, these technical case studies show measurable improvements.

Ready to improve your architecture?

Analyze Your Architecture

Built For You

Whether you're studying, building, or auditing, Tesseric has your back

AWS SAA Candidates

Studying for the Solutions Architect Associate exam? Stop second-guessing your designs. Test them instantly against real Well-Architected principles and learn what you're missing.

Cloud Architects

Presenting to stakeholders? Get a second opinion before you commit. Find hidden risks, justify your design choices with Well-Architected alignment, and present with confidence.

DevOps Engineers

Inherited a legacy AWS environment with zero docs? Audit it in seconds. Get a prioritized list of security gaps, cost waste, and reliability risks-then fix the critical stuff first.

Startup CTOs

Burning cash on AWS? Find out where. Tesseric reviews your architecture for cost waste and gives you actionable fixes. Cut your bill by 20-30% in one review.

Why Tesseric Beats ChatGPT

Generic advice vs. AWS-native expertise

Feature
Tesseric
ChatGPT
Architecture VisualizationInteractive topology with problem indicatorsText only
Problem LocationShows WHERE in your systemGeneric list
Knowledge GraphNeo4j stores patterns & relationships
AWS Well-Architected Framework
Structured JSON Output
Service-Specific RecommendationsGeneric
Cost per Review~$0.01$20/month
References to AWS Docs
Roast Mode

Built by an AWS practitioner for AWS professionals.

"I built Tesseric because I wanted a fast, affordable Well-Architected sanity check for every design."

Arshdeep Singh - Tech Lead

Text vs. Topology

ChatGPT gives you a wall of text. Tesseric shows you exactly where problems exist.

ChatGPT Output

Generic text response

"Your architecture has several potential issues. First, you should consider implementing high availability by using multiple availability zones. This will help ensure your application remains available even if one zone experiences problems.

Additionally, you should implement proper monitoring. CloudWatch can help you track metrics and set up alarms. Make sure to monitor CPU usage, disk space, and network traffic.

Security is also important. Consider using encryption for data at rest and in transit. Enable MFA on your AWS accounts. Use IAM roles instead of access keys where possible.

For cost optimization, you might want to look into Reserved Instances or Savings Plans. Also review your S3 storage classes to ensure you're not paying for Standard storage when Glacier would suffice.

❌ No visual representation
❌ Can't see WHERE problems exist
❌ Generic advice, not actionable

Tesseric Output

Interactive topology graph

ALB
0 issues
EC2 (us-east-1a)
2 HIGH issues
RDS (Single-AZ)
1 CRITICAL issue

Interactive Features:

  • ● Click service → See related findings
  • ● Border color = Severity level
  • ● Pulse animation = Critical issue

✓Visual spatial reasoning: See topology at a glance

✓Problem location: Orange/red borders show WHERE issues exist

✓Interactive: Click services to filter findings

Stop reading walls of text. Start seeing your architecture.

Try Tesseric Now

Frequently Asked Questions

Everything you need to know about Tesseric, answered.

What's Next?

Roadmap for technical depth and analysis capabilities

Live Now

Knowledge Graph Explorer

Visualize your AWS architecture as a traversable knowledge graph. See how services relate, where risks cluster, and which patterns repeat across your reviews - powered by Neo4j.

In Development

Review History & Analytics

Track your architecture improvements over time. View past analyses, compare scores, and monitor remediation progress with persistent review storage.

Planned

IaC Analysis

Upload your IaC directly - CloudFormation templates or Terraform plans - for automated architecture extraction and review.

View Full Roadmap

Ready to Validate Your Architecture?

Well-Architected-aligned feedback with risks and remediations in ~10 seconds.

Get My Architecture Score

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