AI Agents

How AI agents work, think, and act autonomously. Turing Post covers multi-agent systems, agentic memory, and the evolving AI software stack — for practitioners.

AI 101

16 min read

May 11, 2026

AI 101: Hermes vs OpenClaw: Local AI Agents Compared

Hermes Agent vs OpenClaw compared: memory architecture, self-improving skills, scheduling, and safety. Which local AI agent fits your workflow?

Alyona Vert., +1

AI 101

11 min read

May 6, 2026

AI 101: Agentic Vector Databases – What Is That?

How vector databases are evolving for AI agents: agentic RAG with Qdrant, memory layers with Weaviate Engram, and Pinecone Nexus knowledge engine explained.

Alyona Vert.

AI 101

13 min read

Apr 8, 2026

AI 101: Gemma 4 and Why Many OpenClaw Users are Now Switching to it

How much intelligence can you extract from the hardware you already have? Gemma 4 has the answer

Alyona Vert.

Concepts

AI 101: From Vibe Coding to Spec-Driven Development

11 min read

Mar 4, 2026

AI 101: From Vibe Coding to Spec-Driven Development

Why vibe coding breaks at scale — and how spec-driven development (SDD) fixes it. Covers Kiro by AWS, GitHub Spec Kit, Tessl, and when to use each approach.

Alyona Vert., +1

AI 101

14 min read

Feb 18, 2026

AI 101: OpenClaw Explained + lightweight alternatives

OpenClaw personal AI agent explained: Gateway architecture, SOUL.md, HEARTBEAT.md & 6 lightweight alternatives for constrained hardware and simpler setups.

Alyona Vert., +1

Concepts

8 min read

Jan 14, 2026

What are Web World Models?

Princeton’s new recipe for building better world models to support AI agents

Alyona Vert., +1

AI Agents

State of AI Coding: Context, Trust, and Subagents

12 min read

Nov 23, 2025

State of AI Coding: Context, Trust, and Subagents

Context engineering, agent swarms, verification loops: what the AI Engineer Summit revealed about how agentic coding actually works — and where the IDE is going.

Ksenia Se, +1

Concepts

What is PAN? How to Build a Better World Model?

10 min read

Aug 27, 2025

What is PAN? How to Build a Better World Model?

Explore how rethinking world model building patterns can turn our vision upside down and lead to a new Physical, Agentic, and Nested (PAN) system

Alyona Vert.

AI Agents

4 min read

Jul 5, 2025

The Agentic Stack, So Far?

A 20-part reference guide for a field in motion

Ksenia Se

AI Agents

7 min read

Jun 21, 2025

🦸🏻#20: What Coding Agent Wins?

Hands-on comparison of 15 coding agents across IDEs, CLIs, and full-stack platforms. Cursor and Warp lead. See scores, DX ratings, and who to use for what.

Ksenia Se, +1

AI Agents

🦸🏻Reward Engineering Explained: Functions, Models & Hacking

12 min read

May 25, 2025

🦸🏻Reward Engineering Explained: Functions, Models & Hacking

Reward engineering defines how AI agents learn. Covers reward functions, dense vs sparse rewards, RLHF reward models, value functions, and reward hacking.

Ksenia Se

AI 101

What's Cool About AlphaEvolve and Codex?

10 min read

May 21, 2025

What's Cool About AlphaEvolve and Codex?

we discuss two fresh coding tools from Google DeepMind and OpenAI that reshape coding, making it more convenient and practical for real-world tasks optimization

Alyona Vert.

AI Agents

🦸🏻#18: Why Single AI Isn't Enough? How Multi-Agent Systems Redefine AI's Potential

11 min read

May 10, 2025

🦸🏻#18: Why Single AI Isn't Enough? How Multi-Agent Systems Redefine AI's Potential

everything you need to know about MAS and the recent research developments in the area

Ksenia Se

AI Agents

🦸🏻#17: What is A2A and why is it – still! – underappreciated?

12 min read

Apr 26, 2025

🦸🏻#17: What is A2A and why is it – still! – underappreciated?

everything you need to know about Google’s Agent2Agent protocol (and if Google builds the world’s first agent directory, A2A will be the language it speaks)

Ksenia Se

AI Agents

🦸🏻#16: Co-Agency as The Ultimate Extension of Human

21 min read

Apr 6, 2025

🦸🏻#16: Co-Agency as The Ultimate Extension of Human

how AI as a medium shapes our perception, behavior, and culture

Ksenia Se

AI Agents

🦸🏻#15: Humans as Tools? The Surprising Evolution of HITL in Agentic Workflows

10 min read

Mar 29, 2025

🦸🏻#15: Humans as Tools? The Surprising Evolution of HITL in Agentic Workflows

how human-AI co-agency is shaping the future of intelligent systems

Ksenia Se

AI 101

What is Qwen-Agent framework? Inside the Qwen family

9 min read

Mar 19, 2025

What is Qwen-Agent framework? Inside the Qwen family

we discuss the timeline of Qwen models, focusing on their agentic capabilities and how they compete with other models, and also explore what is Qwen-Agent framework and how you can use it

Alyona Vert.

AI Agents

🦸🏻#14: What Is MCP, and Why Is Everyone – Suddenly!– Talking About It?

12 min read

Mar 15, 2025

🦸🏻#14: What Is MCP, and Why Is Everyone – Suddenly!– Talking About It?

everything you need to know about Model Context Protocol

Ksenia Se

AI Agents

10 min read

Mar 8, 2025

🦸🏻#13: Action! How AI Agents Execute Tasks with UI and API Tools

we explore UI-driven versus API-driven interactions, demystify function calling in LLMs, and compare leading open-source frameworks powering autonomous AI actions

Ksenia Se

AI Agents

🦸🏻#12: How Do Agents Learn from Their Own Mistakes? The Role of Reflection in AI

11 min read

Mar 1, 2025

🦸🏻#12: How Do Agents Learn from Their Own Mistakes? The Role of Reflection in AI

we explore how reflection enables AI to self-correct without always needing external feedback, making systems more reliable and autonomous

Ksenia Se

AI Agents

15 min read

Feb 22, 2025

🦸🏻#11: How Do Agents Plan and Reason?

How AI agents plan and reason: chain-of-thought, ReAct, hierarchical planning, neuro-symbolic AI, and DeepSeek R1's RL approach — with practical examples

Ksenia Se

AI Agents