A calm home for your best AI prompts. Save them once, find them in seconds, reuse them forever.

Product

Features
Chrome Extension
Free Courses
How it works
Use cases
Blog
Context Blocks
Export Anywhere
FAQ

Resources

User guide
Learn prompting
Sign in
Get started free

About Privacy Policy Terms and Conditions

Blog — AI Prompts & Prompt Engineering — Page 6 | PromptABCD

AI Prompts & Prompt Engineering

Practical guides, templates, and tips for Claude, ChatGPT, Gemini, and beyond.

All Agent Loop Engineering AI Agents AI Harness AI Writing Autonomous AI Agents ChatGPT Prompts Claude Prompts CLI AI Agents Cloud AI Agents Coding with AI Gemini Prompts Marketing & Copywriting Multi-Agent Systems Productivity Prompt Engineering Trending

Autonomous AI Agents

Reward and Feedback Loops for Autonomy

An agent ran ten steps open-loop and compounded a tiny early error into nonsense. The fix was a real autonomous agent feedback loop - and rich text feedback, not a reward number, is what made it work.

October 7, 2026·8 min read

Autonomous AI Agents

Curiosity and Exploration in Autonomous Agents

Most agent advice says keep it on rails. But some tasks need the opposite. This guide covers autonomous agent exploration - when to let an agent wander, and how to keep wandering from becoming drift.

October 7, 2026·8 min read

← PreviousPage 6 of 71Next →

Autonomous AI Agents

How Autonomous Agents Recover From Mistakes

Ever watched an agent hit an error, retry the exact same thing, and fail identically five times? That's broken autonomous agent error recovery. Here's the teardown and the classify-then-route fix.

October 7, 2026·8 min read

Autonomous AI Agents

Autonomous Agents That Write and Run Code

Picture an agent that writes a function, runs it, sees the failure, and fixes itself - no human in the loop. An autonomous coding agent is the most reliable kind of agent, and the reason why is worth stealing.

October 7, 2026·8 min read

Autonomous AI Agents

The Voyager Agent: Lifelong Learning Explained

The Voyager agent played Minecraft for hundreds of hours and got permanently better - without ever changing its model weights. Here's how lifelong learning without training actually works.

October 7, 2026·9 min read

Autonomous AI Agents

Building an Autonomous Research Agent

One research agent confidently reported a 'fact' it pulled from a single unreliable source. Building an autonomous research agent that doesn't do that takes a few specific safeguards - here they are.

October 7, 2026·8 min read

Autonomous AI Agents

Computer-Use Agents: How They Work

Most explanations of the computer-use agent make it sound like magic vision. The reality is a fragile screenshot-click loop - and understanding its weak points is how you make one reliable.

October 6, 2026·8 min read

Autonomous AI Agents

Autonomous Web Agents Explained

Ever wonder why an autonomous web agent can reason brilliantly and still click the wrong button? The answer is grounding, not intelligence - and it explains most web agent failures.

October 6, 2026·8 min read

Autonomous AI Agents

Self-Correction in Autonomous Agents

Picture an agent that finishes a task, declares success, and is confidently wrong. This case study shows why autonomous agent self-correction usually fails and the fix that finally worked.

October 6, 2026·8 min read

Autonomous AI Agents

How to Keep an Autonomous Agent on Task

Counterintuitively, the longer an autonomous agent runs, the less it remembers what you asked. Here's how to keep an autonomous agent on task even across hundreds of steps.

October 6, 2026·9 min read

Autonomous AI Agents

Stopping Conditions for Autonomous Agents

One agent looped 400 times refining a report nobody would read, then billed for it. A weak autonomous agent stopping condition is how that happens - here's the teardown and the fix.

October 6, 2026·8 min read

Autonomous AI Agents

Giving an Autonomous Agent Tools Safely

Most guides on autonomous agent tool safety focus on the model refusing bad requests. That's the wrong layer. Real safety lives at the tool boundary - here's how to build it there.

October 6, 2026·8 min read