Once a chat takes a wrong turn, the model gets lost and does not recover. Multi-turn performance drops 39% on average across 200,000+ simulated conversations. Restarting a conve...
Once a chat takes a wrong turn, the model gets lost and does not recover. Multi-turn performance drops 39% on average across 200,000+ simulated conversations. Restarting a conve...
LLMs are finding bugs in mature, stable software. More confirmation that exhaustive testing was never possible. Risk-based testing is still the right approach, and verification ...
Claude goes above and beyond what is asked and guesses what you might want. Codex does what you tell it and stops at the first sign that it might be done. Ten impressions from a...
Codex builds the status line from an ordered list of built-in item names. The 26 identifiers are in the source and not in the docs, and a name that does not exist still passes c...
Claude Code writes the session JSON to your script's stdin and displays what it prints back. Thirty lines of Ruby give you the folder, the git branch, and the context window per...
Both phrases cut Claude's sentences in half when explaining code. The vague Simple Technical English loses 8.5% of the facts, and the real standard ASD-STE100 loses 46.8%.
What the HANDBOOK.md benchmark measures, why the best model still fails two of every three tasks under strict grading, and what that means for the rules you keep in CLAUDE.md an...
One week of agent-first backend work in the logs: 2,200 session files across four tools, 350 prompts typed by hand, and which checks actually found real defects.
Where Claude Code, Codex, Cursor, Amp, opencode, and pi store session logs, which formats they use, how long they keep them, and what remains undocumented.
One block in CLAUDE.md and AGENTS.md that makes coding agents write throwaway scripts in Ruby instead of Python or bash, so you stay the reviewer instead of a rubber stamp
Real stats from two months of agent-first development: four coding agents (Claude, Codex, Cursor, Amp) competing on every feature across 951 sessions
Documenting a weekend experiment with codex /goal command, using superplanning for initial planning and fizzy cli skill for task management. A straightforward workflow for imple...
Capture the session state before compaction and restores it after. Not a summary. A structured handoff document that any session, agent, or person ca
51 checks that might help combat some of prompt injections in LLM applications.
Automate Rails upgrades with superpowers-ruby v6.1.0 — the rails-upgrade skill enforces green test suites, resolves defaults, and requires explicit ap
Superplanning: a unified Claude Code skill merging top elements from 48+ planning skills into a 7-phase flow for product and feature planning.
superpowers-ruby v5.0.6 adds a Compound Skill adapted from compound-engineering-plugin to capture reusable Rails solutions in docs/solutions and prese
Add RuboCop MCP to Claude Code and OpenCode—enable AI editors to call RuboCop via the Model Context Protocol for structured inspections and
OpenCode uses RuboCop's LSP (rubocop --lsp) for Ruby—auto-detecting projects and installing RuboCop safely without touching your Gemfile.
Discover essential Ruby gems for AI agent tooling, offering configurations, parsing, and skill management for improved developer experience
Use Delta to improve Git diffs with syntax highlighting for better readability in your terminal. Install and configure for better code reviews
Optimize Rails code parsing gem lists using ChatGPT & RubyMine AI. Compare AI suggestions to improve readability, efficiency, and maintainability.
Compare ChatGPT & Github Copilot's methods for creating custom Tailwind width classes with golden ratio; evaluate effectiveness and accuracy
Utilizing Cursor IDE and GPT-4 for logo placement, spacing adjustment, equal column height, and group hover element display.
How to use Cursor IDE to generate for Ruby on Rails apps: examples of prompts, responses and improvements
I asked the following query for multiple AI code generator tools: Please transform this code: ```