The newest AI resources are on the AI page. For a reading order instead of a date order, see the AI learning path.
| Date Added | Link | Excerpt |
|---|---|---|
| 2026-03-15 2026 | mukul975/Anthropic-Cybersecurity-Skills: 734+ structured cybersecurity skills for AI agents · MITRE ATT&CK mapped · agentskills.io standard · Claude Code, Copilot, Codex CLI, Cursor, Gemini CLI beginner 6 min read | Library of 754 structured cybersecurity skills designed for AI agents, mapped to MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, MITRE D3FEND, and NIST AI RMF. This community project provides production-grade workflows for tasks including memory forensics with Volatility3, Kerberoasting detection via Sigma rules, and cloud breach scoping, enabling AI to perform expert-level investigations across platforms like Claude Code, GitHub Copilot, and Gemini CLI. |
| 2026-03-14 2026 | Teaching Claude Everything You've Hacked intermediate 5 min read | Library that syncs HackerOne bounty history to a local SQLite database and integrates with AI assistants like Claude via the Model Context Protocol (MCP). It cross-references your personal reports and publicly disclosed bounty-awarded reports against target scopes, identifying overlooked areas and profitable weakness types. This tool also includes a database of community-submitted reports and enables Claude to access and reason over your bounty data, assisting in strategy and discovery. |
| 2026-03-12 2026 | Needle in the haystack: LLMs for vulnerability research intermediate 24 min read Bug Bounty | Library for using LLMs in vulnerability research, focusing on minimal scaffolding for effective code auditing. It highlights the problem of context rot in large language models, demonstrating how overly broad prompts and excessive context lead to missed vulnerabilities. Instead, the approach emphasizes creating a targeted threat model derived from previous CVEs and specific entry points to guide LLMs toward discovering nuanced issues, as seen in its case study with Claude Opus and Firefox. |
| 2026-03-12 2026 | PatrikFehrenbach/h1-brain: MCP server that connects AI assistants to HackerOne for bug bounty hunting intermediate 3 min read Bug Bounty | Library for connecting AI assistants to HackerOne bug bounty programs. It ingests personal bug bounty history, program scopes, and report details into a local SQLite database, and also includes a pre-built database of over 3,600 publicly disclosed bounty-awarded HackerOne reports. The core `hack(handle)` tool generates comprehensive attack briefings by combining personal data with community vulnerability write-ups, weakness types, and bounty amounts, suggesting attack vectors against untouched assets. |
| 2026-03-09 2026 | GitHub - eliasbiondo/linkedin-mcp-server: 🔗 A Model Context Protocol (MCP) server for LinkedIn — search people, companies, and jobs, scrape profiles, and get structured data via any MCP-compatible AI client. intermediate 3 min read | Library for accessing LinkedIn data via a Model Context Protocol (MCP) server. It enables searching for people, companies, and jobs, scraping detailed profiles with granular section control (main profile, experience, education, contact info, interests, honors, languages, posts, recommendations), and retrieving structured JSON output. Built with FastMCP and Patchright, it supports both stdio and HTTP transports for various AI client integrations, with session persistence and configurable browser automation settings. |
| 2026-03-08 2026 | How I use LLMs For Security Work: Part 2 intermediate 12 min read Bug Bounty | Library for leveraging Large Language Models (LLMs) in security work, focusing on advanced patterns beyond basic prompting. It details concepts like Agents, Skills (SKILLS.md), Workflows, and Assistants, emphasizing the critical role of providing precise context through documentation, requirements, and decision-making parameters. The article illustrates how well-defined prompts with explicit instructions and expected outputs, as opposed to vague requests, significantly improve LLM inference for tasks like automating browser profile management for threat hunting. |
| 2026-03-01 2026 | gadievron/raptor: Raptor turns Claude Code into a general-purpose AI offensive/defensive security agent. By using Claude.md and creating rules, sub-agents, and skills, and orchestrating security tool usage, we configure the agent for adversarial thinking, and perform research or attack/defense operations. intermediate 7 min read AuthZ | Framework turning Claude Code into an autonomous AI security agent, RAPTOR orchestrates static analysis, binary analysis, LLM-powered vulnerability validation, exploit generation, and patch writing. It employs Semgrep and CodeQL for scanning, using Z3 for dataflow and one-gadget constraint analysis to improve exploit feasibility. RAPTOR supports customizable LLM analysis dispatchers and offers project management features for organized research and reporting. |
| 2026-02-25 2026 | hexsecteam/HexSecGPT: HexSecGPT is designed to provide powerful, unrestricted, and seamless AI-driven conversations, pushing the boundaries of what is possible with natural language processing. beginner 3 min read | Framework for AI-driven conversations that pushes natural language processing boundaries, utilizing third-party APIs from OpenRouter or DeepSeek with a specialized system prompt. This open-source wrapper demonstrates a proof-of-concept, offering a glimpse of HexSecGPT's capabilities through a command-line interface on platforms like Kali Linux, Ubuntu, and Termux. Users can obtain API keys from OpenRouter or DeepSeek for integration. The framework includes installation scripts and a model discovery script for managing API provider model availability. |
| 2026-02-23 2026 | ottosulin/awesome-ai-security: A collection of awesome resources related AI security beginner 17 min read | Library of curated resources covering AI security, including frameworks, standards, learning materials, and open-source tools. It details attack techniques, defense strategies, benchmarks, and specific vulnerabilities, referencing OWASP LLM Top 10, NIST AIRC, MITRE ATLAS, and tools like garak and promptfoo for vulnerability scanning and prompt injection testing. The collection also highlights resources for understanding adversarial attacks such as evasion, poisoning, extraction, and inference, mentioning libraries like Adversarial Robustness Toolkit (ART), cleverhans, and foolbox. |
| 2026-02-21 2026 | samugit83/redamon: An AI-powered agentic red team framework that automates offensive security operations, from reconnaissance to exploitation to post-exploitation, with zero human intervention. advanced 19 min read Recon | Framework that autonomously orchestrates offensive security operations from reconnaissance to post-exploitation, integrating AI agents for vulnerability validation via Hydra, privilege escalation exploits, and XSS mapping. It logs findings in a Neo4j knowledge graph, then utilizes a CypherFix AI triage agent to deduplicate and rank vulnerabilities. A subsequent CodeFix agent clones repositories, applies targeted fixes using 11 code-aware tools, and submits a GitHub pull request for review. |
| 2026-02-20 2026 | Microsoft says bug causes Copilot to summarize confidential emails news 2 min read | Advisory regarding a Microsoft 365 Copilot bug where confidential emails were summarized, bypassing data loss prevention policies. This issue, tracked under CW1226324 and detected January 21, affected the Copilot "work tab" chat feature, incorrectly processing emails in Sent Items and Drafts, even those with confidentiality labels. Microsoft confirmed a code error as the root cause and began rolling out a fix in early February, with remediation continuing for complex service environments. → bleepingcomputer.com |
| 2026-02-18 2026 | anthropics/prompt-eng-interactive-tutorial: Anthropic's Interactive Prompt Engineering Tutorial beginner 2 min read | Tutorial on prompt engineering for Claude, teaching basic prompt structure, failure modes, Claude's capabilities, and building complex prompts for use cases like chatbots, legal, and financial services. It includes an interactive playground for practice, exercises, an answer key, and an appendix covering chaining prompts, tool use, and search/retrieval, recommending the Claude for Sheets extension for user-friendliness. |
| 2026-02-17 2026 | vxcontrol/pentagi: ✨ Fully autonomous AI Agents system capable of performing complex penetration testing tasks advanced 57 min read Recon | Tool for fully autonomous AI-powered penetration testing, PentAGI leverages a team of specialized agents and integrates professional security tools like nmap, metasploit, and sqlmap within a secure Docker environment. It features a smart memory system, knowledge graph integration with Neo4j, and external search capabilities via Tavily, Perplexity, and Google Custom Search, with comprehensive monitoring and reporting through Grafana and PostgreSQL. |
| 2026-02-16 2026 | How I Built a 5-Path AI “Recon Beast” with n8n and Gemini (2026 Guide) intermediate Bug Bounty Recon | In 2026, the bug bounty landscape requires more than just speed, with AI enhancing attacker capabilities. The article discusses building a 5-Path AI "Recon Beast" using n8n and Gemini. This innovative approach leverages automation and AI to enhance reconnaissance processes for bug bounty hunting. The focus is on utilizing technology to improve efficiency and effectiveness in identifying vulnerabilities. |
| 2026-02-11 2026 | Thread by @firt on Thread Reader App advanced 1 min read | Library updates detail the early preview of Chrome's WebMCP, enabling AI agents to query and execute services via imperative or declarative APIs. It also highlights Safari/WebKit's unanswered community questions, contrasting with Chrome's PWA installation on Windows 7, 8.x, and 10, which features a distinct "Install" verb and a similar UX to Chromebook PWAs. |
| 2026-02-11 2026 | SILENTCHAIN AI - AI-Powered Security Testing intermediate 2 min read Burp | Library for AI-powered offensive security, covering web applications, source code, and network infrastructure. Features include OWASP Top 10 detection via a Burp Suite extension, standalone web application scanning with CI/CD integration, and AI-powered static code analysis with PoC generation. It integrates with five AI providers, including local Ollama support, and utilizes a RAG Knowledge Engine with over 80,000 security documents. Products offer cross-product correlation for finding escalation, WAF detection and evasion for 25+ types, and out-of-band testing for XSS, SSRF, and XXE. |
| 2026-02-10 2026 | Ed1s0nZ/CyberStrikeAI: CyberStrikeAI is an AI-native security testing platform built in Go. It integrates 100+ security tools, an intelligent orchestration engine, role-based testing with predefined security roles, a skills system with specialized testing skills, and comprehensive lifecycle management capabilities. intermediate 19 min read | Platform that leverages AI for automated security testing. It integrates over 100 tools, including network scanners like nmap, web scanners such as sqlmap, and vulnerability scanners like nuclei. The platform features an intelligent orchestration engine, role-based testing with predefined security roles, and a skills system for specialized testing. It supports conversational commands, attack-chain analysis, knowledge retrieval via RAG, and provides a dashboard for system status and vulnerability management. Integrations include a Burp Suite extension and chatbot capabilities for DingTalk and Lark. |
| 2026-02-07 2026 | Agent twitter client mcp beginner | Agent twitter client mcp |
| 2026-02-06 2026 | Claude Opus 4.6 Finds 500+ High-Severity Flaws Across Major Open-Source Libraries news 2 min read Bug Bounty | Library where Claude Opus 4.6 identified over 500 high-severity vulnerabilities in open-source projects like Ghostscript, OpenSC, and CGIF. The LLM demonstrated advanced code reasoning, finding flaws such as a missing bounds check in Ghostscript, a buffer overflow in OpenSC, and a heap buffer overflow in CGIF, even outperforming traditional fuzzers on complex logic-based bugs. → thehackernews.com |
| 2026-02-06 2026 | xalgord/AI-System-Prompts: XBot - Advanced AI Cybersecurity Agent | Gemini system prompt for automated penetration testing and security assessments intermediate Bug Bounty | Library for XBot, an advanced AI cybersecurity agent system prompt for Gemini AI, facilitating automated penetration testing and security assessments. It supports comprehensive vulnerability scanning, active exploitation, OWASP Top 10 and advanced web application security testing, source code analysis, network security, and detailed reporting with remediation guidance. The system prompt enables autonomous operation, multi-target scanning, and robust vulnerability detection on authorized systems. |
| 2026-02-02 2026 | depthfirst | 1-Click RCE To Steal Your Moltbot Data and Keys advanced 5 min read RCE Secrets | Library that identifies vulnerabilities in OpenClaw, formerly Moltbot, by analyzing its code for logic flaws. The system maps application lifecycle flows, flagging issues like blindly accepting gateway URLs which, when combined with other issues, can lead to a 1-click RCE exploit, CVE-2026-25253. This exploit allows attackers to steal data and keys by chaining a Cross-Site WebSocket Hijacking vulnerability with API calls to disable security features. |
| 2026-02-01 2026 | Prompt Injection Toolkit: 25 Payloads & Techniques for Mastering AI Pentesting intermediate Bug Bounty | Prompt Injection Toolkit: 25 Payloads & Techniques for Mastering AI Pentesting Ever tried breaking an AI chatbot with a ‘please ignore all previous instructions’ prompt, only to realize it’s … |
| 2026-01-28 2026 | insaaniManav/prompt-forge: AI prompt engineering workbench for crafting, testing, and systematically evaluating prompts with powerful analysis tools. intermediate 2 min read | Workbench for AI prompt engineering that generates, analyzes, and systematically tests prompts, featuring smart generation with AI suggestions, advanced analysis for optimization feedback, and systematic evaluation creating comprehensive test suites for robustness, safety, accuracy, and creativity. It supports multiple models including Claude 3.5 Sonnet, GPT-4.1, Azure OpenAI, and Ollama, with organized version control and detailed execution history. |
| 2026-01-27 2026 | Hunting Account Takeovers in the Wild West of MCP OAuth Servers" intermediate 6 min read AuthN | Library that details critical OAuth misconfigurations in MCP (Model Context Protocol) servers, enabling one-click account takeover (ATO) attacks. Vulnerabilities include open Dynamic Client Registration (DCR) and missing redirect URI validation, allowing attackers to register malicious clients and intercept authentication codes. The research highlights findings from subdomain enumeration, endpoint discovery, and configuration analysis, focusing on misaligned security settings like unprotected DCR endpoints and unsupported PKCE enforcement. |
| 2026-01-25 2026 | Coding Agents. The Insider Threat You Installed Yourself beginner | Coding Agents. The Insider Threat You Installed Yourself Stop Running AI Coding Assistants Blindly AI coding agents are booming everywhere right now. Not only because they help you ship code faster … |
| 2026-01-23 2026 | GitHub - mholzen/workflowy: Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup support, and AI integration (Claude, LLMs) intermediate 3 min read | Tool for WorkFlowy, offering a CLI and MCP server. It enables AI integration with models like Claude and ChatGPT, alongside features for search, bulk replace, usage reports, and offline access via backup files. This Go-based application supports full-text search with regex, content transformation, and can pipe data through shell commands for LLM processing. Installation is available via Homebrew, Scoop, Go, or pre-built binaries. |
| 2026-01-22 2026 | AI’s Hacking Skills Are Approaching an ‘Inflection Point’ news 2 min read Bug Bounty | Library detecting federated GraphQL vulnerabilities; AI models are increasingly capable of finding zero-day bugs and complex system interactions, as demonstrated by RunSybil's Sybil tool and Dawn Song's CyberGym benchmark. Frontier models like Anthropic's Claude Sonnet 4.5 show significant improvements in vulnerability identification, highlighting the growing need for AI-assisted defense strategies and secure-by-design coding practices. → wired.com |
| 2026-01-18 2026 | harishsg993010/crossbow-agent: world's first Opensource fully Autonomous AI Security Engineer intermediate 3 min read | Library for an autonomous AI security engineer, "crossbow-agent," which finds and exploits vulnerabilities like hardcoded credentials, SQL injection, exposed admin panels, API key leaks, IDOR, command injection, session fixation, XSS, insecure file permissions, missing rate limiting, XXE, CORS misconfigurations, open redirects, JWT secret key leaks, NoSQL injection, SSRF, weak cryptography, race conditions, and directory traversal. It supports multiple AI models (GPT, Claude, Gemini) and integrates with OpenAI, Anthropic, or Google APIs. |
| 2026-01-16 2026 | trailofbits/skills: Trail of Bits Claude Code skills for security research, vulnerability detection, and audit workflows intermediate | Library of Claude Code skills from Trail of Bits, enhancing AI-assisted security analysis, vulnerability detection, and audit workflows. This marketplace provides codex-native skill discovery, allowing researchers to browse and install plugins locally or via a git clone. Contributions and bug reports are welcomed. |
| 2026-01-13 2026 | Securing AI Systems beginner | Course on securing AI systems, covering adversarial attacks, data poisoning, and model theft. It offers hands-on labs for implementing defenses, conducting red-team simulations, and evaluating weaknesses. You will learn threat modeling, vulnerability assessments, DevSecOps, and incident response within AI/ML workflows, cloud security, and MLOps. |
| 2026-01-11 2026 | Certified AI Security Professional - AI Security Certification - Practical DevSecOps beginner 9 min read | Library covering the Certified AI Security Professional (CAISP) certification, this resource details AI security fundamentals, Large Language Model (LLM) attacks, and defenses. It explores OWASP Top 10 LLM vulnerabilities like prompt injection and training data poisoning, along with AI-DevOps integration. Key attack tactics from MITRE ATT&CK and ATLAS are examined, alongside threat modeling methodologies and supply chain security for AI. Emerging threats, governance, and compliance are also addressed, including discussions on the EU AI Act and NIST RMF. |
| 2025-12-19 2025 | KeygraphHQ/shannon: Fully autonomous AI hacker to find actual exploits in your web apps. Shannon has achieved a 96.15% success rate on the hint-free, source-aware XBOW Benchmark. advanced 19 min read Bug Bounty | Library for fully autonomous, white-box AI pentesting of web applications and APIs. Shannon analyzes source code and executes real exploits, including Injection, XSS, SSRF, and Broken Authentication, to validate vulnerabilities before production. It leverages tools like Nmap and Subfinder, and can handle 2FA/TOTP logins with reproducible proof-of-concept exploits, achieving a 96.15% success rate on the XBOW Benchmark. |
| 2025-12-17 2025 | NVIDIA/garak: the LLM vulnerability scanner beginner 8 min read | Tool for scanning Large Language Models (LLMs), `garak` probes for vulnerabilities like hallucination, data leakage, prompt injection, misinformation, toxicity generation, and jailbreaks. It employs static, dynamic, and adaptive probes to identify weaknesses in LLMs accessible via Hugging Face Hub, Replicate, OpenAI API, AWS Bedrock, LiteLLM, and REST endpoints. `garak` helps assess LLM security by mimicking tools like nmap or Metasploit Framework for LLMs, reporting on failure rates and logging detailed run information. |
| 2025-12-13 2025 | Building an Open-Source AI-Powered Auto-Exploiter with a 1.7B Parameter Model: No Paid APIs Required advanced 13 min read | Library for building an open-source, AI-powered autonomous penetration testing agent. This system utilizes a 1.7 billion parameter qwen3:1.7b model, LangChain, and LangGraph for local execution, eliminating API costs and data exfiltration. It functions as a ReAct agent, independently scanning networks with Nmap, searching for exploits using searchsploit, mirroring them, analyzing code with `inspect_exploit_code`, setting up listeners with `start_listener`, and executing commands via `execute_shell_command` to achieve autonomous exploitation. |
| 2025-12-11 2025 | 📚 tl;dr sec 308 news Supply Chain | 😈 MCP Security, ☁️ AWS re:Invent Recaps, 🤖 Detecting Malicious Pull Requests with AI https://t.co/gt4zMQKZpp |
| 2025-12-05 2025 | GitHub - amaiya/onprem: A toolkit for applying LLMs to sensitive, non-public data in offline or restricted environments beginner 12 min read | Library for applying LLMs to sensitive, non-public data locally or in restricted environments. OnPrem.LLM, a Python toolkit inspired by privateGPT, offers full local execution with optional cloud provider integration (OpenAI, Anthropic). It features analysis pipelines for extraction, summarization, and Q&A, supports resource-constrained environments with SparseStore, and integrates with tools like Elasticsearch. Recent updates include an `AgentExecutor` for sandboxed AI agents and support for workflows and asynchronous prompts. |
| 2025-10-30 2025 | fr0gger/proximity: Proximity is a MCP security scanner powered with NOVA intermediate 3 min read Supply Chain | Library for scanning MCP (Model Context Protocol) servers and Agent Skills, Proximity uses NOVA rules to detect security issues like prompt injection and jailbreaks. It performs detailed analysis of server capabilities and skill structures, supporting MCP Spec 2025-11-25 and providing pattern-specific remediation guidance. |
| 2025-10-15 2025 | The MCP Security Tool You Probably Need - MCP Snitch intermediate 7 min read Supply Chain | Library implementing a proxy-based security model for MCP tools, offering a critical mediation layer until native MCP security primitives and platform-level fine-grained scoping are adopted. MCP Snitch intercepts tool calls, enforces user-defined whitelists for operations, and provides visibility and control, mitigating risks like those demonstrated by the GitHub MCP vulnerability. This approach prioritizes explicit allow-listing over deny-listing for robust access control. |
| 2025-10-14 2025 | AI For Hackers: Red Team Editions – Codelivly Resources beginner 2 min read | Manual for offensive AI tradecraft, this 1,100-page guide teaches red teams to build autonomous hacking agents. It covers AI-augmented reconnaissance, polymorphic payload generation using generative models, AI-driven vulnerability discovery with tools like CodeBERT and reinforcement learning fuzzers, and adaptive C2 frameworks. The resource includes 60+ labs, 500+ Python code examples, and methods for bypassing AI-based security with adversarial examples. |
| 2025-10-12 2025 | 5 Essential MCP Servers That Give Claude & Cursor Real Superpowers (2025) beginner | “” is published by Prithwish Nath in Artificial Intelligence in Plain English. |
| 2025-10-02 2025 | Offensive AI - Hacker Associate beginner 6 min read | Certification program merging traditional web pentesting with AI automation. This hands-on course teaches how to identify, exploit, and report vulnerabilities using GPT agents, LangChain, AutoGPT, and tools like Burp Suite and Turbo Intruder. Modules cover AI-powered reconnaissance, exploitation of access control and XSS, authentication bypass, API testing, automated reporting, and advanced agent development for WAF bypass, business logic flaws, and CI/CD pipeline analysis. It also delves into AI red teaming, adversarial AI testing, and prompt injection attacks. |
| 2025-08-22 2025 | Model Context Protocol (MCP): Understanding security risks and controls intermediate 7 min read | Library for securing Anthropic's Model Context Protocol (MCP), which connects LLMs to external tools. It addresses confused deputy vulnerabilities via OAuth, supply chain risks by requiring signed components and SAST/SCA in build pipelines, unauthorized command execution with input sanitization and sandboxing, prompt injection through user confirmation, and tool injection by enabling version pinning and modification notifications. The library also details mitigation for MCP sampling exploitation and emphasizes logging best practices. |
| 2025-08-13 2025 | AI Mastery for Cybersecurity Professionals beginner 5 min read Talks | Bundle of 10 EC-Council courses focused on applying AI to cybersecurity. This learning resource covers topics such as AI-driven threat detection, LLM pentesting, automated reconnaissance for bug bounty hunting using tools like Nuclei and HTTPX, and defending against generative AI threats like phishing and deepfakes. It aims to equip cybersecurity professionals with skills to automate detection, strengthen defenses, and enhance cyber intelligence. |
| 2025-04-30 2025 | #burp #pentest #ai #hackerassociate #cybersecurity #infosec… | Harshad Shah intermediate Burp Talks | Setting Up #Burp MCP Server on Claude Desktop #Pentest Modern App with #Ai ⇢ Learn how to set up a 𝗕𝘂𝗿𝗽 𝗠𝗖𝗣 𝗦𝗲𝗿𝘃𝗲𝗿 on your 𝗖𝗹𝗮𝘂𝗱𝗲 𝗱𝗲𝘀𝗸𝘁𝗼𝗽 in this easy-to-follow tutorial. ⇢ Get your server up and... |
| 2025-04-13 2025 | Building Your First Offensive Security MCP Server - Renae Schilg - Medium intermediate | So, you’ve read the primer here, you have a basic understanding of MCP servers and how they work and now you’re ready to build your own. We are going to be building a simple MCP server that performs… |
| 2025-04-09 2025 | Defensive Deception with Kong and Beelzebub LLM Honeypot intermediate | In today’s increasingly sophisticated cyber threat landscape, organizations need to move beyond traditional defensive measures. While firewalls, intrusion detection systems, and vulnerability… |
| 2025-03-24 2025 | Prompt Engineering Guide – Nextra beginner | Guide to prompt engineering, a new discipline for optimizing prompts to interact with and develop large language models (LLMs). This resource compiles the latest papers, advanced prompting techniques, learning guides, model-specific guides, lectures, references, new LLM capabilities, and tools, aiming to improve LLM safety and augment capabilities with domain knowledge and external tools. |
| 2025-02-25 2025 | GenAI with Python: Build Agents from Scratch (Complete Tutorial) beginner | Prompt Engineering is the practice of designing and refining prompts (text inputs) to enhance the behavior of Large Language Models (LLMs). The goal is to get the desired responses from the model by… |
| 2025-02-14 2025 | GitHub - microsoft/generative-ai-for-beginners: 21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/ beginner 2 min read | Library of 21 lessons for building Generative AI applications, covering concepts and code examples in Python and TypeScript. Lessons include Azure OpenAI Service, GitHub Marketplace Model Catalog, and OpenAI API, with "Keep Learning" sections. Basic Python or TypeScript knowledge is recommended, and a GitHub account is required for local cloning and contributions. Sparse checkout instructions are provided to reduce download size by excluding translations. |
| 2025-02-09 2025 | GitHub - potpie-ai/potpie: Prompt-To-Agent : Create custom engineering agents for your codebase intermediate 4 min read | Library for creating AI agents that reason about your codebase. Potpie transforms repositories into knowledge graphs stored in Neo4j, enabling agents to understand code context for debugging and feature development. It supports OpenAI, Ollama, and Anthropic LLM providers, with configurable authentication for GitHub repositories via GitHub Apps or Personal Access Tokens. The architecture includes a FastAPI API layer, Celery workers for asynchronous parsing, and a Neo4j knowledge graph as the core context provider. |