A Python script to automate URL update and deletion notifications to Google using the Indexing and Search Console APIs. It fetches URLs from an XML sitemap or processes batch URLs from a JSON file, handling Google API authentication and indexing requests.

L0: The Missing Reliability Substrate for AI. Streaming-first. Reliable. Replayable. Deterministic. Multimodal. Retries. Continuation. Fallbacks (provider & model). Consensus. Parallelization. Guardrails. Atomic event logs. Byte-for-byte replays.

Production style autonomous agent framework in Python + React that plans multistep tasks, persists state with SQLite, and recovers from failures using exponential backoff retry logic. Includes real time monitoring dashboard, deterministic recovery demo, and API for task orchestration.

A new package designed to analyze and structure user-submitted text, specifically focusing on community feedback and moderation. The package leverages the capabilities of llmatch-messages to process a

A new package that processes user-provided text descriptions of images and returns structured, validated outputs using pattern matching. It ensures that the generated content adheres to a predefined f

MCP server for structured error recovery for AI agents. Returns resolution playbooks (backoff schedules, retry strategies, recovery steps) for 20+ services. Free tier: 500 req/month.

Extracts and organizes leaderboard/ranking data from text via smart pattern matching and retries, delivering clean, structured summaries effortlessly.

A new package is designed to facilitate structured evaluation of a system's performance comparison between optimistic and pessimistic approaches. It takes a textual description or data snippet as inpu

Official Python SDK for LogTide - Production-ready logging with automatic batching, circuit breaker, distributed

AETHER is a Python/FastAPI LLM gateway and inference orchestration service. It sits between client applications and model backends, adding authentication, rate limiting, backend fallback, KV-cache block allocation, audit logging, and Prometheus metrics.

Crash-Safe Event Replay & Workflow Recovery Engine

Failure detection, retry orchestration, and recovery workflows for autonomous AI agents

Python-based bulk email automation engine for dynamic templated campaigns with CSV ingestion, Markdown support, attachments, SMTP abstraction, retry logic, rate limiting, logging, and CLI interface. Modular, production-ready, and fully extensible.

FastAPI backend service for lead qualification using rule-based scoring + AI reasoning. Accepts product offers and CSV leads, scores buying intent (High/Medium/Low) with dual-layer logic, exports results as JSON/CSV. Features Gemini AI integration, CORS support, Docker deployment, and robust error handling.

PyQueue is a Python/FastAPI job queue inspired by my earlier GoQueue (Go) and SpringQueue (Java/SpringBoot) projects. It explores executor-based concurrency, explicit lifecycle management, and FastAPI-idiomatic DI and schemas—recreating the same core architecture across languages to deepen cross-framework understanding.

⚡ Production-ready Python utilities with 2,900+ lines of battle-tested code. Includes retry logic, circuit breakers, async queues, DI container, Repository pattern & more!

Lightweight Python library that transforms REST API responses into well-structured Pandas DataFrames — with built-in retry logic, schema validation, and intelligent type inference.

Python-based web scraper for aggregating property listings from multiple real estate platforms. Features rate limiting, retry logic, user-agent rotation, and data export to JSON/CSV/Excel. Easy to extend with new scrapers.

Automated WhatsApp messaging system using Selenium with smart scheduling, retry logic, and human-like behavior simulation.

Framework-agnostic, modular LLM client with parser-aware retries, async/sync OpenAI support, and plug-in adapters for LangChain, LlamaIndex, and others.