Blog
News, guides and updates about Pando.
Pando July 2026: Token Intelligence, New Modes, and Enterprise MCP
July 2026 was Pando’s biggest month yet for token optimization and workflow intelligence. The lean-ctx integration landed all five phases, new session modes arrived, and MCP authentication reached enterprise-grade maturity. Token Optimization (lean-ctx Integration) The headline feature: a complete Token Optimization system that cuts 50-90% of tokens on file reads and shell output, with every optimization being additive and fail-safe. Smart File Read Modes The view tool now supports four read modes:
July 31, 2026
Pando June 2026: Delegation, Memory, and TUI Revolution
June 2026 brought massive improvements to Pando’s delegation system, persistent memory, and Terminal UI. Here’s everything that landed this month. Multi-Project Delegation The headline feature: Pando can now delegate tasks to other running instances across different projects. The mesnada_spawn_agent tool includes a project parameter that routes work to the correct project’s warm instance: { "prompt": "Analyze the API module", "project": "my-api-project", "background": true } This enables cross-project workflows where a single orchestrator dispatches work across your entire development ecosystem.
June 28, 2026
Pando May 2026: Major Feature Roundup
May 2026 was a transformative month for Pando, with over 40 new features and improvements landed. Here’s a comprehensive look at everything that shipped. Goal Mode (Autopilot) The most requested feature—Goal Mode—is now available. Let Pando pursue a persistent objective autonomously across multiple agent turns: /goal "Fix all failing tests in the project" The agent iterates, evaluates progress, and continues until the goal is achieved, blocked, or cancelled. Includes heuristic evaluation, stall detection, and configurable limits.
May 31, 2026
Unifying Your AI Developer Tools with Pando LLM Proxy
We are excited to introduce Pando LLM Proxy, a game-changing new feature designed to streamline how you configure and use AI models across your entire development environment. The Problem: Configuration Overhead As developer tools integrate more AI capabilities, we face a common headache: configuring AI settings and API keys in every single application. Whether it is your main editor, a command-line utility, or a secondary assistant, setting up multiple endpoints can be tedious, insecure, and difficult to manage.
May 20, 2026
Securing Your Project API Keys with Native AGE Encryption
Security is a crucial element of a professional software development workflow. We are thrilled to announce that Pando now features Native AGE Encryption to protect your local configuration files and external tool credentials from accidental exposure. The Threat: Plaintext Credentials in Git In modern software projects, developers often store settings in a configuration file within their repository (such as .pando.toml). This file must sometimes contain sensitive information—like API keys for cloud services or access tokens for custom databases.
May 20, 2026
Pando Goes Native: Introducing the Desktop App Multi-Tasking Upgrade
We are thrilled to announce the official launch of the Pando Native Desktop Application for macOS and Windows! Built using a high-performance native desktop framework, the desktop app brings Pando’s local AI features directly into a premium window, designed to elevate your developer productivity. A Seamless Desktop Workspace While our interactive terminal (TUI) and web interfaces are great, many developers prefer a dedicated, native application that sits neatly in their operating system’s launcher, menu bar, or dock. The Pando Desktop Application offers exactly that, paired with several powerful system-level integrations:
May 20, 2026
Announcing Official Pando SDKs: .NET, Java, Python, and TypeScript
We are excited to announce the release of our official native SDKs for Pando! Starting today, you can integrate Pando’s developer-focused AI features directly into your own tools, scripts, pipelines, and applications using your preferred programming language. We are launching with full support for four major ecosystems: TypeScript & Node.js (@pando-ai/sdk) Python 3.10+ (pando-sdk) Java 17+ (io.pando:pando-sdk) .NET 8+ / C# (Pando.Sdk) Three Integration Modes to Fit Any Use Case Every SDK is built from the ground up to support the three core ways Pando communicates:
May 20, 2026
Pando v1.0.0 soon!!
The first stable version of Pando is getting closer. Many changes and improvements have happened in Pando, and soon the installable compiled version for Windows, Linux, and Mac will be published. We have also tested Pando on Android phones with Linux support. It’s crazy, but it works. Pando is not just a tool that works with your usual code editor, but also an autonomous agent system, accessible remotely via SSH, VPN, from mobile through its web-ui, or through shell scripts.
April 26, 2026
Pando is beta for now
Pando is under very active development; at this moment, a large part of the current code improvements are already programmed by the software itself. Many bugs are still expected if you try it, which is expected as there are still many things to test and refine. If you want to be a beta tester, you are welcome. Use Github issues if you have any problems, detailing the bug and how to reproduce it: https://github.com/digiogithub/pando/issues. Also include the version you are using.
April 26, 2026