Blog Archive

December (32 posts)

Dec 31
Multi-Agent Collaboration Patterns: Hierarchical, Peer-to-Peer, and Hybrid Architectures

Deep Dives · Andrius Putna
Dec 30
AI Agents Transforming Fintech: Fraud Detection, Trading, Customer Service, and Compliance

Industry · Andrius Putna
Dec 30
AI Agents Weekly: December 2024 Week 3 - MCP Momentum and Agent Orchestration

News · Andrius Putna
Dec 30
OpenAI Assistants API vs Claude MCP: Two Approaches to Building AI Agents

Comparisons · Andrius Putna
Dec 28
Deploying AI Agents to Production: A Comprehensive Guide

Tutorials · Andrius Putna
Dec 27
AI Agents in Healthcare: Clinical Decision Support, Patient Engagement, and Administrative Automation

Industry · Andrius Putna
Dec 27
LangChain @tool Decorator: Build Custom Agent Tools

Tutorials · Andrius Putna
Dec 27
Understanding Agent Memory Systems: Short-Term, Long-Term, and Episodic

Deep Dives · Andrius Putna
Dec 26
LangChain vs LlamaIndex: Which Framework for Building AI Agents?

Comparisons · Andrius Putna
Dec 25
How AI Agents Are Revolutionizing Customer Service: Real-World Case Studies

Industry · Andrius Putna
Dec 24
Build a RAG Agent with LangChain: Complete Tutorial

Tutorials · Andrius Putna
Dec 24
The Future of Autonomous Coding Agents: From Devin to Claude Code

Deep Dives · Andrius Putna
Dec 23
AI Agents Weekly: December 2024 Week 2 - Production Deployments and Safety Advances

News · Andrius Putna
Dec 23
AutoGen vs CrewAI: Choosing the Right Multi-Agent Framework

Comparisons · Andrius Putna
Dec 22
The State of AI Agents in Enterprise: Adoption Trends and Barriers in 2024

Industry · Andrius Putna
Dec 21
LangGraph Tutorial: Build Your First AI Agent in Python

Tutorials · Andrius Putna
Dec 20
Framework Deep Dive: CrewAI - Role-Based Multi-Agent Orchestration

Tutorials · Andrius Putna
Dec 20
Building Production AI Agents: The Complete Guide from Prototype to Deployment

Guides · Andrius Putna
Dec 20
Qwen Code by Alibaba: Open-Source Terminal Coding Agent

Coding Agents · Andrius Putna
Dec 20
OpenCode: The Open Source AI Coding Agent

Coding Agents · Andrius Putna
Dec 20
AI Agents Glossary: Essential Terms & Concepts

Guides · Andrius Putna
Dec 20
OpenAI Codex CLI: Terminal Coding Agent Deep Dive

Coding Agents · Andrius Putna
Dec 20
Framework Deep Dive: AutoGen - Multi-Agent Collaboration Through Conversation

Tutorials · Andrius Putna
Dec 20
OpenHands: The Leading Open Source AI Coding Agent

Coding Agents · Andrius Putna
Dec 20
Gemini CLI: Google's Command-Line AI Coding Agent

Coding Agents · Andrius Putna
Dec 20
GitHub Copilot: Microsoft's AI-Powered Coding Assistant

Coding Agents · Andrius Putna
Dec 20
Framework Deep Dive: LangChain - The Foundation of Modern AI Agents

Tutorials · Andrius Putna
Dec 20
Claude Code: Anthropic's Integrated AI Coding Agent

Coding Agents · Andrius Putna
Dec 20
AI Agents Weekly: December 2024 Framework Updates and Industry News

News · Andrius Putna
Dec 20
Aider: Open-Source AI Pair Programmer for Terminal

Coding Agents · Andrius Putna
Dec 20
The Complete Guide to AI Agent Frameworks in 2024

Guides · Andrius Putna
Dec 17
Self-Hosting Llama 3: A Production Deployment Guide

Infrastructure · Balys Kriksciunas

November (3 posts)

October (2 posts)

September (2 posts)

2026

May (11 posts)

AI Agents in Manufacturing and Supply Chain 2026

Enterprise AI Agent ROI: The 2026 Reality Check

Agent Eval Tutorial 2026: DeepEval + LangSmith Guide

CISA's AI Agent Warning and What It Means for Your Stack

Enterprise Platforms Go Agent-Native: May 2026

AI Agent Platforms: May 2026 Updates

What April's AI Agent Launches Mean for 2026

The AI Agent Protocol Stack: MCP, A2A & What Comes Next

Perplexity Deep Research: From Search to Infrastructure

AI Agent Governance: The 2026 Deep Dive

Complete Guide to AI Agent Frameworks 2026

April (19 posts)

LangChain vs LlamaIndex vs Semantic Kernel 2026

vLLM vs SGLang: Inference Engine Comparison 2026

Answer Engine Optimization (AEO): The 2026 Guide

Enterprise AI Agents: The Real TCO Nobody Talks About

Build a Retail AI Agent with LangGraph: Inventory & Orders

LangGraph Human-in-the-Loop: Interrupt Patterns in Python

AI Agent Platform Updates: April 2026 News

Agent Governance: Secure, Observe, and Deploy AI Agents in Production

Google AI Studio 2026: All Gemini Models + Free Tier

LangSmith vs Langfuse vs Arize Phoenix: LLM Observability in 2026

State of AI Infrastructure 2026: Mid-Year Reality Check

OpenAI Agents SDK: Deep Dive for Production Agent Builders

Model Context Protocol (MCP): Agent Builder's Guide

Cursor vs Claude Code: Which AI Coding Agent Wins in 2026?

AI Browser Agents Compared: Operator, Comet, Claude & Nova Act

State of AI Agents in Enterprise: Adoption Trends and Barriers in 2026

Building an AI Platform Team: Roles, Tools, and Rituals

GPU FinOps: Reducing Your $10M AI Compute Bill

Disaggregated Inference: 30–50% Throughput Wins

March (3 posts)

Multi-Agent Orchestration Infrastructure: Lessons from Production

Context Engineering: Storage, Retrieval, and the New Memory Stack

Agent Infrastructure: What's Different from LLM Serving

February (2 posts)

Inference at the Edge: Running LLMs on Consumer GPUs

Running Sovereign AI: EU and India Infrastructure Playbooks

January (4 posts)

MI300X vs H100: AMD's Bet on Inference

Perplexity AI in 2026: Pro, Deep Research, Comet & API

Google AI Tools 2026: Stitch, Opal, Gemini & More

The AI Infrastructure Stack: 2026 Edition

2025

December (1 post)

Claude Code Subagents: Parallel Multi-Agent Workflows

November (1 post)

NVIDIA B200 vs H100: Should You Upgrade?

October (1 post)

Model Evals in Production: Regression Testing Prompts

September (1 post)

LoRA, QLoRA, and PEFT: The Fine-Tuning Infrastructure Guide

August (2 posts)

Securing RAG Pipelines: Prompt Injection via Data

Terminal AI Code Consoles: Claude Code, Gemini Code, and OpenAI Codex

July (1 post)

Hybrid Search in Production: BM25 + Dense Retrieval

June (2 posts)

Ray Serve vs Kubernetes for Model Serving

AI FinOps: Tracking Token Spend Across Your Org

May (1 post)

KV Cache Optimization Techniques for LLM Serving

April (2 posts)

Speculative Decoding for Production LLMs

LLM Gateway Patterns: LiteLLM, Portkey, and Kong AI

March (2 posts)

FP8 and Quantization: Serving LLMs at Half the Cost

pgvector at Scale: When Postgres Is Enough

February (2 posts)

vLLM vs TGI vs Triton: LLM Inference Server Benchmarks

Multi-Cloud GPU Strategy: Avoiding Lock-in and Saving 40%

January (4 posts)

The State of AI Infrastructure 2025

AI Agents Weekly: December 2024 Week 4 - Year-End Retrospective

Testing and Evaluating AI Agents: Metrics, Benchmarks, and Quality Assurance

Semantic Kernel vs LangChain: Enterprise Framework Comparison

2024