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X @Solana
Solana· 2025-12-13 13:00
Product Launch - Anchorage launched VisualSign, an open-source framework [1] Technology & Innovation - VisualSign translates complex onchain transactions into simple data structures [1]
X @Avi Chawla
Avi Chawla· 2025-11-28 07:19
Market Trend & Disruption - AI pentesting agents are starting to perform on-par with human pentesters in routine tasks [1] - The routine pentest (pre-launch, post-refactor, quarterly checks) is shifting to AI [3] Cost & Time Efficiency - Traditional pentesting engagements cost $20 thousand to $50 thousand and take 4-6 weeks [4] - AI pentesting can be done in hours instead of weeks and at a fraction of the cost [1] Tool & Implementation - Strix, an open-source AI pentesting framework, replicates a $50 thousand service [1] - Strix spins up a team of AI "attackers" to probe web apps, APIs, and code [2] - Strix returns validated findings with exploit evidence, remediation steps, and a full PDF report [2]
X @Avi Chawla
Avi Chawla· 2025-10-08 19:20
AI Agent Framework - Google launched ADK, an open-source framework for building, orchestrating, evaluating, and deploying production-grade Agentic systems [1] - Google ADK is compatible with MCP (for connecting to external tools), A2A (for connecting to other agents), and AG-UI (for connecting to users) [1] AG-UI Protocol - AG-UI is an open-source protocol enabling agents to collaborate with users [2] - AG-UI facilitates a bridge between a backend AI agent and a full-stack app [2] - Connecting an agent to a React frontend using CopilotKit involves defining the agent with ADK and connecting it to the frontend [2]
X @Avi Chawla
Avi Chawla· 2025-10-08 06:31
AI Agentic Systems - Google launched ADK, a fully open-source framework for building, orchestrating, evaluating, and deploying production-grade Agentic systems [1] - Google ADK is now fully compatible with all three major AI protocols [1]
X @Avi Chawla
Avi Chawla· 2025-07-12 18:56
Framework Overview - Stagehand is an open-source browser automation framework designed for Agents, aiming to bridge the gap between brittle traditional automation tools and unpredictable full-agent solutions [1] - It combines AI for navigating unfamiliar pages with code (Playwright) for known tasks [2] Key Features - Stagehand allows previewing AI actions before execution and caching repeatable actions to save tokens [2] - It is compatible with SOTA computer use models with one line of code and available in both Python and TypeScript SDK [2] - Stagehand includes an open-source MCP server [2] Industry Impact - The framework addresses the limitations of traditional browser automation tools like Selenium or Playwright, which require hard-coded automation that can be disrupted by website changes [1] - It offers an alternative to high-level Agents like OpenAI Operator, which can be unpredictable in production [1]