An author describes the process of replacing various daily browser extensions—such as Grammarly and video summarizers—with a single local Large Language Model (LLM). By setting up Ollama to run models like Qwen or Llama on a local machine, they use extensions like PageAssist to bridge the gap between the model and the web interface. This setup enables advanced document analysis and agentic tasks through automation tools rather than simple one-to-one extension replacements.
- Using Ollama as a backend for browser communication via CORS configuration.
- Running models directly in browsers using WebGPU or WebAssembly.
- Integrating LLMs with Python scripts and workflow automation for custom tasks like price tracking.
- Using Ollama as a backend for browser communication via CORS configuration.
- Running models directly in browsers using WebGPU or WebAssembly.
- Integrating LLMs with Python scripts and workflow automation for custom tasks like price tracking.
The author explores how Gemini Scheduled Actions represents a significant shift in Android automation by moving from rigid, trigger-based logic like Tasker to an intent-first architecture powered by Large Language Models. Unlike traditional tools that require programming knowledge and are prone to breaking when UI changes occur, Gemini understands natural language requests and manages complex workflows across devices via the cloud.
Key points:
* Comparison between brittle IFTTT engines and flexible LLM-based automation.
* The benefit of cross-device synchronization through Google accounts.
* Using the desktop web interface for easier setup and access to an Inspiration Gallery.
* Practical use cases including automated SEO idea generation, sports updates, grocery list creation in Google Keep, and email summaries.
* Current limitation of up to 10 active scheduled actions at a time.
Key points:
* Comparison between brittle IFTTT engines and flexible LLM-based automation.
* The benefit of cross-device synchronization through Google accounts.
* Using the desktop web interface for easier setup and access to an Inspiration Gallery.
* Practical use cases including automated SEO idea generation, sports updates, grocery list creation in Google Keep, and email summaries.
* Current limitation of up to 10 active scheduled actions at a time.
ShellGPT is a powerful command-line productivity tool driven by large language models like GPT-4. It is designed to streamline the development workflow by generating shell commands, code snippets, and documentation directly within the terminal, reducing the need for external searches. The tool supports multiple operating systems including Linux, macOS, and Windows, and is compatible with various shells such as Bash, Zsh, and PowerShell. Beyond simple queries, it offers advanced features like shell integration for automated command execution, a REPL mode for interactive chatting, and the ability to implement custom function calls. Users can also leverage local LLM backends like Ollama for a free, privacy-focused alternative to OpenAI's API.
The future of work is rapidly evolving, and a new skill set is emerging as highly valuable: building and managing "agent workflows." These workflows involve leveraging AI agents – autonomous software entities – to automate tasks and processes. This isn't simply about AI replacing jobs, but rather about augmenting human capabilities and creating new efficiencies.
The article highlights how professionals who can orchestrate these agents, defining their goals, providing necessary data, and monitoring their performance, will be in high demand. This requires a shift in thinking from traditional task execution to workflow design and management. The ability to do so is becoming a key differentiator in the job market, essentially becoming a "career currency."
The article highlights how professionals who can orchestrate these agents, defining their goals, providing necessary data, and monitoring their performance, will be in high demand. This requires a shift in thinking from traditional task execution to workflow design and management. The ability to do so is becoming a key differentiator in the job market, essentially becoming a "career currency."
"KaraKeep is a note-taking app designed to help you build and connect your ideas using the power of AI. It goes beyond simple note storage by enabling you to create a 'second brain' – a personal knowledge management system.
Key features include AI-powered summarization, insightful connections between notes, and a focus on long-term knowledge retention. KaraKeep allows you to easily capture thoughts, organize information, and discover hidden patterns in your notes. It aims to be more than just a tool for taking notes; it's a system for thinking and learning.
The app is designed for individuals looking to improve their productivity, creativity, and overall knowledge management."
Key features include AI-powered summarization, insightful connections between notes, and a focus on long-term knowledge retention. KaraKeep allows you to easily capture thoughts, organize information, and discover hidden patterns in your notes. It aims to be more than just a tool for taking notes; it's a system for thinking and learning.
The app is designed for individuals looking to improve their productivity, creativity, and overall knowledge management."
This article details the updates to agent-shell version 0.47.1, a native Emacs mode for interacting with LLM agents powered by ACP. Key improvements include renaming 'claude-code-acp' to 'claude-agent-acp', support for new agents like Auggie, Cline, and GitHub Copilot, and experimental bootstrapped and resumable sessions. Enhancements have also been made to clipboard image handling, status display, image rendering, and table rendering. The update also introduces usage tracking, improved diffs, event subscriptions, and customizable context sources. The author encourages sponsorship to ensure the project's sustainability.
OpenClaw is an open-source project that allows users to build and control AI agents. It provides a gateway for building agents and can be integrated with messaging apps such as Telegram. The article details the setup process, capabilities, and potential risks of using OpenClaw.
OpenClaw utilizes "skills" (packages of tools and instructions) and a "SOUL.md" file to define the agent's behavior and personality. The agent stores conversation history to improve its responses over time.
OpenClaw utilizes "skills" (packages of tools and instructions) and a "SOUL.md" file to define the agent's behavior and personality. The agent stores conversation history to improve its responses over time.
Eigent is the open source cowork desktop application, empowering you to build, manage, and deploy a custom AI workforce that can turn your most complex workflows into automated tasks. Built on CAMEL-AI's acclaimed open-source project, our system introduces a Multi-Agent Workforce that boosts productivity through parallel execution, customization, and privacy protection.
Anurag Singh details seven small Python scripts designed to automate common tasks and improve productivity on both Mac and Windows machines:
**Script Name** | **Purpose** | **Key Features/Notes** |
|---|---|---|
| **Inbox Cleaner** | Cleans email inbox | Archives or deletes emails older than a specified number of days. Works with IMAP, compatible with most email providers. |
| **S3 Backup** | Backs up files to cloud storage | Uploads files to an S3-compatible storage provider. Minimalist, suitable for daily/weekly backups. |
| **Screenshot Sorter** | Organizes screenshots | Finds screenshots, sorts them by date into a tidy folder structure. Includes a dry-run mode. |
| **Bulk Rename** | Renames multiple files | Renames files using patterns or sequentially. Uses regular expressions for advanced renaming. |
| **Arrange It** | Organizes files into folders | Moves files into categorized folders based on their extension (Images, Docs, Spreadsheets, etc.). |
| **Clipboard Save** | Saves clipboard history | Saves every new clipboard item to a daily text file. Creates a personal history of copied text. |
**Script Name** | **Purpose** | **Key Features/Notes** |
|---|---|---|
| **Inbox Cleaner** | Cleans email inbox | Archives or deletes emails older than a specified number of days. Works with IMAP, compatible with most email providers. |
| **S3 Backup** | Backs up files to cloud storage | Uploads files to an S3-compatible storage provider. Minimalist, suitable for daily/weekly backups. |
| **Screenshot Sorter** | Organizes screenshots | Finds screenshots, sorts them by date into a tidy folder structure. Includes a dry-run mode. |
| **Bulk Rename** | Renames multiple files | Renames files using patterns or sequentially. Uses regular expressions for advanced renaming. |
| **Arrange It** | Organizes files into folders | Moves files into categorized folders based on their extension (Images, Docs, Spreadsheets, etc.). |
| **Clipboard Save** | Saves clipboard history | Saves every new clipboard item to a daily text file. Creates a personal history of copied text. |
This article discusses practical AI adoption, focusing on how AI should serve people and how to move from the current state to an ideal future state. It highlights examples of companies like Smartsheet and Western Governors University seeing ROI from Grammarly, and announces Grammarly's acquisition of Superhuman. It also introduces a 'Big Rocks' ritual for quarterly planning and discusses the three phases of productivity (digitization, collaboration, and agentic AI).
**Key Points:**
* **AI as a Workflow Redesign:** Mehrotra sees AI moving beyond simple automation to fundamentally redesigning work, becoming an active participant alongside humans.
* **Rituals for AI Integration:** He emphasizes the importance of establishing work "rituals" to effectively integrate AI, citing examples like AI-powered email triage and new hackathon formats. He introduces the "Big Rocks" method for prioritizing initiatives.
* **Grammarly's Success with AI:** The article highlights Grammarly's ROI for clients like Smartsheet (283% ROI, 1600 hours saved) and Western Governors University (146,000 hours saved, $2.5M savings).
* **Grammarly's Acquisition of Superhuman:** This acquisition is presented as a step towards a unified, AI-powered productivity suite.
* **Three Phases of Productivity:** Mehrotra outlines three phases: digitization (faster work), collaboration (real-time work), and now, agentic AI (AI participating in work). He argues organizations need to prepare for this shift by viewing AI as a tool to *augment* human work, not replace it.
* **Further Reading/Resources:** The article links to additional content, including a Fast Company piece by Mehrotra and links to relevant news articles about Grammarly, Figma, and other companies.
**Overall:** The article advocates for a thoughtful, ritual-based approach to AI adoption, focusing on how AI can enhance existing workflows and empower employees rather than simply automating tasks. It showcases Grammarly's position as a leader in this space.
**Key Points:**
* **AI as a Workflow Redesign:** Mehrotra sees AI moving beyond simple automation to fundamentally redesigning work, becoming an active participant alongside humans.
* **Rituals for AI Integration:** He emphasizes the importance of establishing work "rituals" to effectively integrate AI, citing examples like AI-powered email triage and new hackathon formats. He introduces the "Big Rocks" method for prioritizing initiatives.
* **Grammarly's Success with AI:** The article highlights Grammarly's ROI for clients like Smartsheet (283% ROI, 1600 hours saved) and Western Governors University (146,000 hours saved, $2.5M savings).
* **Grammarly's Acquisition of Superhuman:** This acquisition is presented as a step towards a unified, AI-powered productivity suite.
* **Three Phases of Productivity:** Mehrotra outlines three phases: digitization (faster work), collaboration (real-time work), and now, agentic AI (AI participating in work). He argues organizations need to prepare for this shift by viewing AI as a tool to *augment* human work, not replace it.
* **Further Reading/Resources:** The article links to additional content, including a Fast Company piece by Mehrotra and links to relevant news articles about Grammarly, Figma, and other companies.
**Overall:** The article advocates for a thoughtful, ritual-based approach to AI adoption, focusing on how AI can enhance existing workflows and empower employees rather than simply automating tasks. It showcases Grammarly's position as a leader in this space.
