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AI & Automation
Showing 1 – 8 of 8 curated stories.
AI & Automation
Devstract Team12 min readDecember 14, 2025
How Local Businesses Can Scale with Automation and AI
Small and medium businesses don't need a huge tech team to grow. Learn how automation and AI can streamline operations, boost engagement, and reclaim your time.
#SMB
#Automation
#Business Growth
AI & Automation
Devstract Team65 min readDecember 13, 2025
Vector Databases Explained: The Architecture of AI Memory (2025)
Vector Databases act as the long-term memory for AI. We dive deep into embeddings, HNSW graphs, and High-Dimensional Geometry, explaining why 'semantic search' is replacing keyword matching for LLMs.
#Artificial Intelligence
#Vector Database
#Embeddings
AI & Automation
Devstract Team40 min readDecember 13, 2025
WhatsApp Business Automation: The Complete Integration Guide (2025)
Transform customer engagement with WhatsApp automation. Learn how to integrate WhatsApp with your CRM, automate responses, and build scalable customer support systems.
#WhatsApp Business
#CRM Integration
#Business Automation
AI & Automation
Devstract Team70 min readDecember 7, 2025
Prompt Engineering Guide 2.0: From Zero-Shot to DSPy (2025)
The days of manual prompt tweaking are over. This guide covers the shift to Systematic Prompt Engineering, including advanced techniques like Chain of Thought (CoT), Structured Output, and compiled prompts with DSPy.
#Artificial Intelligence
#Prompt Engineering
#LLM
AI & Automation
Devstract Team90 min readDecember 5, 2025
Neural Networks 101: A Mathematical Deep Dive for Developers (2025)
Demystify the 'Black Box' of AI. We build a Neural Network from scratch using only Python and Math, explaining the Chain Rule, Backpropagation, and Gradient Descent for software engineers.
#Artificial Intelligence
#Neural Networks
#Deep Learning
AI & Automation
Devstract Team75 min readNovember 29, 2025
Embeddings vs Fine-Tuning: The RAG Architect's Guide (2025)
RAG or Fine-Tuning? We break down the 'Context vs Memory' debate, exploring cost comparisons, technical trade-offs, and Hybrid Architectures using PEFT and Vector Databases.
#Artificial Intelligence
#RAG
#Fine-Tuning
AI & Automation
Devstract Team60 min readNovember 27, 2025
GitHub Copilot vs ChatGPT: The Pair Programmer's Comparison (2025)
Copilot or ChatGPT? We analyze the 'Tactical Typer' vs 'Strategic Architect' paradigms to help you choose the right AI assistant. Explore benchmarks, hybrid workflows, and strategies to avoid AI-induced mental atrophy.
#Artificial Intelligence
#GitHub Copilot
#ChatGPT
AI & Automation
Devstract Team75 min readNovember 26, 2025
AI Agents: The Definitive Guide to Autonomous Software (2025)
Move beyond passive chatbots to autonomous AI Agents. This guide covers the ReAct loop, multi-agent frameworks like LangGraph and AutoGen, and the future of Agentic Engineering.
#Artificial Intelligence
#Autonomous Agents
#LLM