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Intelligence is now being commodified via LLMs the only missing part is biodata vault LLMs interoperability. We provide both via NFT gated filesystems from Sequencing Labs. biofs.genobank.io/

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🐧 Day 12/30 β€” #Linux Storage management is a fundamental skill for every Linux administrator. Before a disk can store data, it must be partitioned, formatted with a filesystem, and mounted into the Linux directory structure. Linux Disk Management – Partitioning, Formatting, and Mounting Understanding how Linux handles disks helps you manage storage efficiently and avoid data-related issues on servers and workstations. Key Disk Management Concepts: β†’ Partitioning β†’ Formatting β†’ Mounting Partitioning Disks A partition is a logical section of a physical disk. Partitioning allows a single disk to be divided into multiple independent storage areas. Common tools: β†’ fdisk β†’ parted β†’ lsblk Example: β†’ sudo fdisk /dev/sdb Opens the partition manager for a disk. Viewing Available Disks β†’ lsblk Displays all connected storage devices and partitions. β†’ df -h Shows mounted filesystems and available disk space in a human-readable format. Formatting Partitions After creating a partition, it must be formatted with a filesystem. Common Linux filesystems: β†’ ext4 β†’ xfs β†’ btrfs Example: β†’ sudo mkfs.ext4 /dev/sdb1 Formats the partition using the ext4 filesystem. Mounting Filesystems Linux accesses storage through mount points. A partition must be mounted before it can be used. Example: β†’ sudo mount /dev/sdb1 /mnt/data Makes the partition accessible through the /mnt/data directory. Viewing Mounted Filesystems β†’ mount Lists currently mounted filesystems. β†’ df -h Displays mounted storage and available space. Persistent Mounting To automatically mount a partition during boot, administrators configure: β†’ /etc/fstab This file defines permanent mount settings for disks and partitions. Why Disk Management Matters: β†’ Add new storage to Linux servers β†’ Manage application and database data β†’ Monitor disk usage effectively β†’ Prevent storage-related outages β†’ Configure reliable production environments Mastering partitioning, formatting, and mounting is an essential step toward becoming a skilled Linux administrator, DevOps engineer, or cloud engineer. 🐧 Grab Linux Ebook: codewithdhanian.gumroad.com/… #Linux #LinuxTutorial #DiskManagement #LinuxCommands #SystemAdministration #DevOps #CloudComputing #OpenSource #Storage #100DaysOfCode
🐧 Day 11/30 β€” #Linux Everything in Linux is organized within a single directory tree that starts at the root directory (/). Understanding the Linux file system hierarchy is essential for navigating, configuring, and troubleshooting Linux systems. Linux File System Hierarchy – Understanding /bin, /etc, /var, and More Unlike Windows, Linux does not use drive letters like C: or D:. Instead, all files and directories exist under a unified hierarchy. Important Linux Directories: β†’ / The root directory. Everything on the system starts from here. β†’ /bin Contains essential command-line utilities such as: β†’ ls β†’ cp β†’ mv β†’ cat These commands are required for basic system operation. β†’ /etc Stores system-wide configuration files. Examples: β†’ /etc/passwd β†’ /etc/hosts β†’ /etc/ssh/ Administrators frequently work in this directory. β†’ /home Contains personal directories for users. Examples: β†’ /home/john β†’ /home/admin This is where user files, documents, and settings are stored. β†’ /var Stores variable data that changes frequently. Examples: β†’ Logs β†’ Cache files β†’ Mail queues β†’ Databases Important log files are commonly found in: β†’ /var/log/ β†’ /tmp Stores temporary files created by applications and users. Files here may be automatically removed by the system. β†’ /usr Contains installed software, libraries, and user applications. Many programs are stored under: β†’ /usr/bin β†’ /usr/lib β†’ /dev Contains device files representing hardware components. Examples: β†’ Hard drives β†’ USB devices β†’ Printers β†’ /proc A virtual filesystem that provides information about running processes and system resources. Why Understanding the File System Matters: β†’ Navigate Linux efficiently β†’ Locate configuration files quickly β†’ Troubleshoot system issues β†’ Manage servers effectively β†’ Understand how Linux organizes data Mastering the Linux file system hierarchy makes it much easier to administer servers, manage applications, and work confidently from the command line. 🐧 Grab Linux Ebook: codewithdhanian.gumroad.com/… #Linux #LinuxTutorial #LinuxCommands #FileSystem #SystemAdministration #DevOps #CloudComputing #OpenSource #Programming #100DaysOfCode
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processes and filesystems. This is why they're lightweight β€” no guest OS overhead, no gigabytes of RAM wasted on redundant system processes.","A container image is your compiled artifact. You build it once, run it anywhere. No more SSH-ing into servers to
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Your S3 bucket is just an expensive filesystem pretending to be an object store. ZeroFS flips it: serve S3 buckets as POSIX filesystems over NFS and 9P: - Compresses and encrypts everything before upload - Raw block devices over NBD, in the same process github.com/Barre/ZeroFS
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Linux 101: Drives, Partitions, and Mounts Practice partitioning drives, formatting them with different filesystems, and working with mounts in a series of hands-on challenges: - Mount a drive with existing data and read its contents labs.iximiuz.com/challenges/… - Create a GUID Partition Table (GPT) on a blank drive labs.iximiuz.com/challenges/… - Split a drive into multiple partitions and format them as ext4 and btrfs labs.iximiuz.com/challenges/… - Mount an existing directory at a new location (bind mount) labs.iximiuz.com/challenges/… - Make a filesystem mount survive a reboot labs.iximiuz.com/challenges/…
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Agent Harness is just a hype or an improvement? Tomorrow 14 Jun, 10 AM IST on kmeanskaran.substack.com Explaining different components of Agent Harness over Classic AI agents like: Planning ➝ Backends and Virtual Filesystems ➝ Context Engineering ➝ Subagents ➝ Memory ➝ Skills ➝ Sandboxes ➝ Human-in-the-loop ➝ Tools This is an introductory article up next, I am building a one end to end agent harness using @LangChain DeepAgents with complete architecture and deployment on @Railway CI/CD Stay tune!
No work today, so I learned about Agent Harness by @LangChain DeepAgents. Agent Harness is really a game-changer and outperforms classic AI agents in complex tasks. Most important features are: - Planning phase before execution - Subagents run with isolated context - Skills.md gets stored as knowledge and gets called when relevant - Memory: a long-term persistent storage - Human-in-the-loop for confirmation and feedback - Context management that compresses conversations and offloads large tools I've used Claude to code the entire project, which has: - FastAPI Backend - Celery queue workers - Redis for tracking worker jobs - ReactJS for the frontend - Railway for deploying using CI/CD Before the weekend, I will share more about the topic and the complete setup for DEPLOYING AGENT HARNESS ON RAILWAY WITH CI/CD. Read this article: langchain.com/blog/the-anato…
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a professor at Illinois got frustrated with existing systems programming textbooks so he started a wikibook project and had students help write it it covers C, processes, threads, synchronization, memory allocation, networking, filesystems, scheduling and security
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internals, overlay filesystems, and networking modes. You need exactly three commands: docker build, docker run, docker push. Everything else is optimization you learn when something breaks.
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