Scrapling is an open-source web scraping framework by D4Vinci that bypasses Cloudflare protections natively. The adaptive parser relocates selectors when pages change, reducing maintenance. It supports proxy rotation, pause and resume, and concurrent multi-session crawls. scrapling repo The fetchers include anti-bot techniques that remove the need for separate scraping stacks. The parser runs up to 774x faster than BeautifulSoup for some workloads. Developers can integrate Scrapling into agentic pipelines, similar to how Gobii runs durable autonomous agents in production environments. How It Works Scrapling uses an adaptive parser that learns from layout changes. When a target site updates its HTML.. Continue reading →

Scrapling is an open-source web scraping framework by D4Vinci that bypasses Cloudflare protections natively. The adaptive parser relocates selectors when pages change, reducing maintenance. It supports proxy rotation, pause and resume, and concurrent multi-session crawls. scrapling repo The fetchers include anti-bot techniques that remove the need for separate scraping stacks. The parser runs up to 774x faster than BeautifulSoup for some workloads. Developers can integrate Scrapling into agentic pipelines, similar to how Gobii runs durable autonomous agents in production environments. How It Works Scrapling uses an adaptive parser that learns from layout changes. When a target site updates its HTML.. Continue reading →

Symphony is an orchestration layer for autonomous engineering runs. It hooks into Linear, spawns isolated workspaces, and assigns an AI agent to implement a ticket end to end. The agent writes code, runs tests, opens PRs, responds to reviews, and lands the change when CI passes. symphony repo What Symphony does Symphony automates the full ticket-to-PR lifecycle. It monitors issue trackers for new tickets and creates ephemeral workspaces for each one. An autonomous agent gets the task context and test harness, then implements features, runs tests, and files pull requests. The agent also handles review feedback and updates the PR.. Continue reading →

Symphony is an orchestration layer for autonomous engineering runs. It hooks into Linear, spawns isolated workspaces, and assigns an AI agent to implement a ticket end to end. The agent writes code, runs tests, opens PRs, responds to reviews, and lands the change when CI passes. symphony repo What Symphony does Symphony automates the full ticket-to-PR lifecycle. It monitors issue trackers for new tickets and creates ephemeral workspaces for each one. An autonomous agent gets the task context and test harness, then implements features, runs tests, and files pull requests. The agent also handles review feedback and updates the PR.. Continue reading →

I ran into this repo on GitHub and had to stop, because Nanobot is an ultra-light clawdbot-style assistant that boots in under a minute. Where Clawdbot requires 430,000 plus lines of code to run, Nanobot delivers the same core agent loop in roughly 4,000 lines — a dramatic reduction in complexity and surface area. What is Nanobot? Nanobot is a minimal, research-friendly agent framework from HKUDS that focuses on readability, speed, and low resource usage. The repository demonstrates a compact core agent loop, real-time tooling to count lines (core_agent_lines.sh), and ergonomics that make the codebase approachable for researchers and engineers.. Continue reading →

I ran into this repo on GitHub and had to stop, because Nanobot is an ultra-light clawdbot-style assistant that boots in under a minute. Where Clawdbot requires 430,000 plus lines of code to run, Nanobot delivers the same core agent loop in roughly 4,000 lines — a dramatic reduction in complexity and surface area. What is Nanobot? Nanobot is a minimal, research-friendly agent framework from HKUDS that focuses on readability, speed, and low resource usage. The repository demonstrates a compact core agent loop, real-time tooling to count lines (core_agent_lines.sh), and ergonomics that make the codebase approachable for researchers and engineers.. Continue reading →

I ran into this repo on GitHub and had to stop, because Nanobot is an ultra-light clawdbot-style assistant that boots in under a minute. Where Clawdbot requires 430,000 plus lines of code to run, Nanobot delivers the same core agent loop in roughly 4,000 lines — a dramatic reduction in complexity and surface area. What is Nanobot? Nanobot is a minimal, research-friendly agent framework from HKUDS that focuses on readability, speed, and low resource usage. The repository demonstrates a compact core agent loop, real-time tooling to count lines (core_agent_lines.sh), and ergonomics that make the codebase approachable for researchers and engineers.. Continue reading →

I ran into this repo on GitHub and had to stop, because Nanobot is an ultra-light clawdbot-style assistant that boots in under a minute. Where Clawdbot requires 430,000 plus lines of code to run, Nanobot delivers the same core agent loop in roughly 4,000 lines — a dramatic reduction in complexity and surface area. What is Nanobot? Nanobot is a minimal, research-friendly agent framework from HKUDS that focuses on readability, speed, and low resource usage. The repository demonstrates a compact core agent loop, real-time tooling to count lines (core_agent_lines.sh), and ergonomics that make the codebase approachable for researchers and engineers.. Continue reading →

I ran into this repo on GitHub and had to stop, because Nanobot is an ultra-light Clawdbot-style assistant that boots in under a minute. Where Clawdbot requires over 430,000 lines of code, Nanobot delivers the same core agent loop in roughly 4,000 lines — a significant reduction in complexity and surface area. nanobot repo What is Nanobot? Nanobot is a minimal, research-friendly agent framework from HKUDS that focuses on readability, speed, and low resource usage. The repository demonstrates a compact core agent loop, real-time tooling to count lines (core_agent_lines.sh), and ergonomics that make the codebase approachable for researchers and engineers… Continue reading →

I ran into this repo on GitHub and had to stop, because Nanobot is an ultra-light Clawdbot-style assistant that boots in under a minute. Where Clawdbot requires 430,000 plus lines of code to run, Nanobot delivers the same core agent loop in roughly 4,000 lines, which is a dramatic reduction in complexity and surface area. Nanobot is a minimal, research-friendly agent framework from HKUDS that focuses on readability, speed, and low resource usage. The repository demonstrates a compact core agent loop, real-time tooling to count lines (core_agent_lines.sh), and ergonomics that make the codebase approachable for researchers and engineers. nanobot repo.. Continue reading →