Self-Improving Agents -- A Progression Four levels of self-improving code agents, from the simplest loop to a full adversarial arena with self-modifying agents. Each level adds one key idea.
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Updated
Apr 9, 2026 - Python
Self-Improving Agents -- A Progression Four levels of self-improving code agents, from the simplest loop to a full adversarial arena with self-modifying agents. Each level adds one key idea.
Culture turns isolated stochastic agents into cooperative, inspectable, improvable artificial colleagues.
The code intelligence layer for AI coding agents. Semantic indexing, graph navigation, and repository intelligence
Free macOS dictation with local AI profiles — Wispr Flow alternative powered by Whisper + llama.cpp. No cloud, no subscription.
Portfolio | AI-first engineering: test automation, MCP/LLM validation, Playwright, TypeScript, Python
Cortex AI is an engineering template for Claude Code (and others) focused on zero context loss. It features a 4-layer architecture with 12 specialized subagents, custom slash commands, and persistent memory via Obsidian & Graphify. Stop re-explaining your codebase and start shipping what matters.
Case study: building a production-ready C#/Selenium test automation framework in one week with Claude Code — an AI coding agent for QA on Azure DevOps.
Field-tested playbook for AI coding agents (Claude Code, Codex, Cursor, Aider). CLAUDE.md templates, pre-commit gates, MCP optimization.
Advanced starter template with Depth-Priority Hierarchical AI Instructions for GitHub Copilot Agents and Cursor. Reduces AI hallucinations through scoped rules.
SurepriseAi ist eine Windows-Desktop-App für intelligentes Voice-Dictation mit Dynamic Island-Overlay, Live-Transkription und KI-Text-Polishing – inspiriert von modernen Diktier-Tools, vollständig lokal auf deinem Rechner.
A generic, governed AI delivery starter kit for building, reviewing, rescuing, and shipping software systems with spec-driven workflows, reusable skills, review gates, traceability, and readiness scoring.
An AI-first CRM screen for pharmaceutical field representatives. Reps log Healthcare Professional (HCP) interactions by talking or typing — a LangGraph agent extracts the details, fills the form, summarizes voice notes, suggests follow-ups, and writes to the database. No manual form-filling.
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