Ama Senevirathne

@amasen02

Sr Full-Stack & AI Systems Engineer · .NET/C# · Python · Angular · Distributed Systems · Agent Architectures · 🟢 Open for Senior / Staff Roles (Remote) · DMs O

github.com/amasen02

Joined February 2022

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80 Followers

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Ama Senevirathne
@amasen02
Sep 4
Loop Engineering: Building Self-Correcting AI Agents Without Token Bloat Most agent frameworks make a fundamental architectural mistake: they loop the LLM directly on its own conversational history. By turn 30, the model is re-reading 100,000+ tokens of stale compiler errors
Ama Senevirathne
@amasen02
Oct 28
High-Throughput Zero-Allocation Pipelines in .NET 9: - Slicing ReadOnlySpan<byte> off sockets - Bounded Channels for backpressure - Zero Gen0 GC pauses at 850k req/s Full masterclass & open-source implementation on DEV.to: dev.to/amasen/high-th…
Ama Senevirathne
@amasen02
Oct 28
Bypassing iptables with Cilium eBPF socket filters cuts inter-service microservice latency by 35%. Zero-copy packet routing directly in the Linux kernel beats user-space sidecar proxies every day of the week. Modern infrastructure runs inside the kernel.
Ama Senevirathne
@amasen02
Oct 28
Deep Dive: I Built a Free, Self-Hosted WCAG 2.2 Accessibility Monitor Because $400/Month Is Not an Option for Most of the Web - Production architecture blueprint - Working code & benchmarks Full masterclass & open-source implementation on DEV.to: dev.to/amasen/i-built…
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Ama Senevirathne
@amasen02
Oct 17
Model Context Protocol (MCP) replaced fragmented custom agent plugins overnight. Standardized JSON-RPC contracts for tools, resources, and live prompts mean one harness connects to every model provider seamlessly. Tool discovery is now a solved architecture.

Ama Senevirathne

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