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SW / 01 Independent Systems Engineering Colombo · Global Delivery

Engineering AI infrastructure that scales.

Memory-safe backends, production RAG systems, and hardened Linux for companies that cannot afford downtime.

Discuss Your System Explore capabilities
  1. 01 Rust / Go backends
  2. 02 RAG architecture
  3. 03 Linux hardening
suwahas_core --interactive
➜ Interactive browser shell ready. Type 'help' for commands.
✓ Demo environment initialized · no production systems connected
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session local no remote bind --:--:--
SW / 05 Reference Profile Design targets
Availability
99.98%

Contracted target

API latency
< 50ms

Design goal, p99

Incident P1
15 min

Contracted response

Observability
Continuous

Metrics, logs, traces

01 // Control Plane

Governance Built-In.

Transparency is our default state. Every client gets access to the Suwahas Console—a unified dashboard for real-time observability across your infrastructure.

ILLUSTRATIVE ARCHITECTURE PROFILE
p99 Latency: 12ms
RAM Footprint: 18 MB
Throughput: 8,400 req/s
CPU Allocation: 14%
Real-time Observability
Metrics, logs, and traces streamed live from every node.
AI Incident Analysis
LLM agents triage anomalies and suggest remediations instantly.
Access Demo Environment
portal.suwahas.com
DEMO
Reference Nodes
14 demo
Requests / 24h
2.4M ▲8%
Error Rate
0.02% ▼0.01
Throughput — req/min 4,218
Event Stream
12:04:31 deploy ok — api v2.6.0 · edge/fra1
12:04:33 cache warm — hit ratio 98.2%
404 spike detected → AI agent applied nftables rule #42
02 // Core Capabilities

Engineered for the Worst-Case.

01

AI Systems & RAG Architecture

Production-grade RAG architectures and Vector DB integration. We move complex ML models from notebooks to high-availability APIs with sub-15ms retrieval latency.

RAG Pipelines Vector DBs LLM Ops
02

Rust & Go Engineering

Memory-safe, high-concurrency backends handling 100k+ WebSocket connections with minimal footprint.

Memory-Safe
03

Linux Hardening

Zero-trust bare-metal cluster isolation, custom kernel sysctl tuning, and nftables firewalls.

Zero-Trust
04

Industrial & Apparel Systems

Apparel production management systems designed for high-throughput manufacturing floors with real-time hardware synchronization and line balancing.

Line Balancing QC Tracking IoT Sensors
03 // Engineering Standard

The Engineering Standard.

We do not optimize for marketing metrics. We optimize for memory safety, type safety, and network resilience.

Deterministic Builds

Nix/Docker containerization ensuring bit-for-bit build reproducibility.

Zero-Trust Architecture

mTLS cryptographic communication between internal microservices.

VERIFIED
1// Zero-allocation security gate verification
2pub async fn verify_security_invariants() -> Result<(), AuditError> {
3    let audit = SecurityScanner::init().with_zero_trust();
4    assert!(audit.has_zero_alloc_leaks());
5    println!("STATUS: All security gates verified.");
6    Ok(())
7}
04 // Intelligence Log

From the Engineering Log.

View Archive
05 // The Stack

Engineered with Battle-Tested Technology.

High throughput. Type-safe and memory-safe from kernel to application layer.

Rust// Core
Go// Services
Postgres// Data
Debian// OS
Docker// Runtime
PyTorch// ML
Rust// Core
Go// Services
Postgres// Data
Debian// OS
Docker// Runtime
PyTorch// ML
06 // Initialize Protocol

Ready to stabilize your infrastructure?

We audit, re-engineer, and harden high-concurrency systems for companies that cannot afford downtime.

Start Engineering