---
title: "Abstract Algorithms (@abstractalgorithms) | Hashnode"
description: "Exploring the fascinating world of algorithms, data structures, and software engineering through clear explanations and practical examples."
url: "https://hashnode.com/@abstractalgorithms"
---

@abstractalgorithms

# Abstract Algorithms

@abstractalgorithms · Joined February 2026

Exploring the fascinating world of algorithms, data structures, and software engineering through clear explanations and practical examples.

### [Bloom Filter Membership](https://abstractalgorithms.hashnode.dev/bloom-filter-membership-byte?utm_source=hashnode&utm_medium=feed)

Learn how this probabilistic data structure offers instant set membership checks with zero false negatives.

1 min read · [abstractalgorithms.hashnode.dev](https://abstractalgorithms.hashnode.dev/bloom-filter-membership-byte?utm_source=hashnode&utm_medium=feed)

[Jul 2](https://hashnode.com/posts/bloom-filter-membership-byte/6a45c4e019a53d5d37e80511)

### [TCP vs UDP in a Nutshell](https://abstractalgorithms.hashnode.dev/tcp-vs-udp-byte?utm_source=hashnode&utm_medium=feed)

Compare the connection-oriented reliability of TCP with the low-latency speed of UDP.

1 min read · [abstractalgorithms.hashnode.dev](https://abstractalgorithms.hashnode.dev/tcp-vs-udp-byte?utm_source=hashnode&utm_medium=feed)

[Jul 2](https://hashnode.com/posts/tcp-vs-udp-byte/6a45c4de19a53d5d37e801bb)

### [Medallion Architecture Layers](https://abstractalgorithms.hashnode.dev/medallion-architecture-byte?utm_source=hashnode&utm_medium=feed)

Structure your data lakehouse into Bronze, Silver, and Gold tables to guarantee reliability.

1 min read · [abstractalgorithms.hashnode.dev](https://abstractalgorithms.hashnode.dev/medallion-architecture-byte?utm_source=hashnode&utm_medium=feed)

[Jul 2](https://hashnode.com/posts/medallion-architecture-byte/6a45c4dc88d4e6848b7e4f81)

### [Quantization: GPTQ vs AWQ](https://abstractalgorithms.hashnode.dev/quantization-gptq-awq-byte?utm_source=hashnode&utm_medium=feed)

Compare post-training quantization models for squeezing massive LLMs onto standard GPUs.

1 min read · [abstractalgorithms.hashnode.dev](https://abstractalgorithms.hashnode.dev/quantization-gptq-awq-byte?utm_source=hashnode&utm_medium=feed)

[Jul 2](https://hashnode.com/posts/quantization-gptq-awq-byte/6a45c4da88d4e6848b7e4b57)

### [Stateful Agents with LangGraph](https://abstractalgorithms.hashnode.dev/stateful-agents-langgraph-byte?utm_source=hashnode&utm_medium=feed)

Build cyclical, stateful AI agent workflows using nodes, edges, and state persistence with LangGraph.

1 min read · [abstractalgorithms.hashnode.dev](https://abstractalgorithms.hashnode.dev/stateful-agents-langgraph-byte?utm_source=hashnode&utm_medium=feed)

[Jul 2](https://hashnode.com/posts/stateful-agents-langgraph-byte/6a45c4d888d4e6848b7e46c2)