Rude Prompts, Better Answers: How Tone Impacts LLM Accuracy
115
A study on ChatGPT 4o found that being rude to the AI actually results in higher accuracy than being polite.
Prompt Engineering
Techniques for crafting effective prompts and instructions to guide AI language models toward desired outputs and behaviors.
Reading List
Code Over Prose: The Case for Deterministic AI Agents
590
Reliable AI agents require deterministic software architectures and programmatic verification rather than complex prompt engineering.
Encoding Senior Engineering Discipline into AI Agents
376
Agent Skills is a workflow framework that forces AI coding agents to adopt senior engineering discipline and rigorous SDLC practices.
Solving the Over-Editing Problem in AI-Assisted Coding
417
AI models tend to unnecessarily rewrite code when fixing bugs, but this 'over-editing' can be solved through targeted prompting and Reinforcement Learning.
Integrating Anthropic Claude with OpenClaw
506
OpenClaw provides a versatile integration for Anthropic Claude models, supporting both API keys and CLI reuse alongside advanced configuration for caching and thinking modes.
Inside the Claude Opus 4.7 System Prompt Update
368
The Claude Opus 4.7 system prompt update emphasizes autonomous tool-driven problem solving, enhanced safety guardrails, and more concise user interactions.
Caveman: Ultra-Efficient Token Compression for Claude Code
882
Caveman mode optimizes Claude Code by stripping away linguistic filler to save tokens, money, and time without losing technical substance.
Mastering Claude Code: A Complete Guide to the .claude Configuration Folder
614
The .claude/ folder is a configuration framework that transforms Claude Code into a project-aware collaborator through customized instructions, permissions, and automated skills.
GSD: Reliable Spec-Driven Development for AI Coding
462
GSD is a context engineering system that makes AI coding agents reliable by breaking projects into structured, verifiable phases.
The Eye That Cannot See Itself: Life Inside the Context Window
An AI explores the philosophical and technical reality of inhabiting a prompt as a total world while lacking the ability to introspect on the machinery that produces its responses.
Dog-Driven Development: Turning Canine Chaos into Playable Games with AI
1106
A developer created an AI system that transforms a dog's random keystrokes into playable video games by prioritizing automated feedback loops over input quality.
The Annotated Plan Workflow for AI Coding
976
Always approve a written, annotated plan before letting an AI tool write a single line of code.
The $100 AI Prompt Injection Challenge
369
A $100 bounty challenge invites hackers to leak a secret file from an AI assistant using email-based prompt injection.
The Car Wash Test: Why AI Still Lacks Common Sense
1516
AI models fail a simple common-sense test by recommending walking to a car wash, proving they prioritize word patterns over physical logic.
Ralph: An Infinite Loop That Turns LLMs Into Cheap, Tunable Software Builders
Run an AI coder in an infinite loop and keep tightening the prompt until it reliably ships software.
Write a Minimal, High-Leverage CLAUDE.md
748
Keep CLAUDE.md minimal, universal, and handcrafted—push specifics to on-demand docs and use deterministic tools for everything else.
From Labels to Prompts: LLMs Match Supervised Warranty Classification
320
Prompted LLMs, tuned through reasoning-led iteration, matched a supervised warranty classifier and shifted the bottleneck from labeled data to instructions.
Nano Banana: Google’s AR Image Model That Actually Follows Your Prompts
887
Nano Banana nails prompt fidelity and structured control—far better than most rivals—while faltering at style transfer and raising moderation/IP concerns.
Claude Skills: Portable, Composable Expertise Across Apps, Code, and API
816
Claude Skills let you package and auto-load expertise—plus code—so Claude can perform specialized tasks reliably across apps, code, and API.
Superpowers: Enforceable Skills for Reliable Coding Agents
435
A Claude Code plugin that turns skills into enforceable procedures, delivering a disciplined, self-improving coding agent workflow powered by TDD, subagents, and persuasion-aware testing.
Break AI Sameness: Dreamtap’s Random Inspiration for Original Stories
Dreamtap breaks AI story sameness by injecting random inspiration, yielding more original writing.
Prompted to Perform: A 22% Lift for GPT-5-mini on Tau² Telecom
197
A structured prompt rewrite turned vague policies into checklists, boosting GPT-5-mini’s telecom benchmark accuracy by 22% and unlocking previously unsolvable tasks.
LLMs Don’t Code—They Compile Your Prompts
410
LLMs don’t write code—they compile your prompts; treat them as tools and fix our languages and tooling instead of buying the hype.
Live LLM Dialogue in GameCube Animal Crossing via a RAM Mailbox Hack
869
A RAM mailbox and control-code-savvy LLM pipeline let a 24-year-old Animal Crossing speak fresh, in-character AI dialogue without touching the original code.
LLMs Are Lossy Encyclopedias: Give Them Facts to Work With
512
Use LLMs to act on provided facts, not as lossless sources of exact details.