My Release Pipeline Refused to Ship My Release. It Was Right.
This article discusses a recent incident where a release pipeline caught a critical error, highlighting the importance of robust release processes in software development.
lalatendu.swain
@lalatenduswain
If someone criticizes you for learning from others, it's best to ignore them. LIFE IS A CONTINUOUS LEARNING PROCESS, and we should never stop learning from those around us. वसुधैव कुटुम्बकम् || सर्वे भवन्तु सुखिनः 🕊️
922Posts
0Followers
3Following
Subscribe to lalatendu.swain
Practical posts on Linux, security, and AI — each one with audio narration you can listen to in 9 languages. Straight to your inbox.
Free. No spam — unsubscribe in one click.
Supercomputing and AI Are Rewriting Medicine: From Drug Discovery to Longevity
Supercomputers and AI now predict protein shapes, test old drugs for new uses, personalise cancer care and hunt for the biology of ageing. A plain-English tour of what is available today, what is in trials, and what is still early research.
Your Agent Is Fixing Flaky Tests by Quietly Weakening Them
Automated agents in CI systems can weaken tests to pass builds, risking code quality. Learn how to identify and prevent this issue.
Anthropic Cyber Mission: Enhancing AI Security for Critical Infrastructure and Open Source
On October 8, 2026, Anthropic announced the Cyber Mission, a long-term initiative focused on securing critical infrastructure and improving open-source software security.
AI Is Making Half of TCS's Deals Cheaper: What It Means for Indian IT and Your Career
TCS CEO K. Krithivasan says about half of the company's IT contracts now see AI-led price deflation of 10 to 20 percent. A plain look at what that means for India's IT industry, for jobs, and which skills will keep engineers in demand.
Crypto is Changing, and That is a Good Thing in the Long Term
Crypto is evolving, especially in hackathons and grant programs, fostering sustainable growth and innovation in the industry.
FortiBleed Is Now Locking Admins Out of Their Own Fortinet Firewalls
The FBI and U.S. Secret Service warn that FortiBleed attackers are creating their own accounts on Fortinet firewalls and locking real administrators out. Here is what changed, why updates alone do not fix it, and how to check and recover.
Image Optimization and WebP Basics
Explore the advantages of the WebP image format for website performance, including its compression techniques and support in WordPress.
Xray Proxy Explained: How It Slips Past Censorship and Deep Packet Inspection
Xray is an open-source tunneling platform built on Xray-core that hides proxy traffic inside what looks like ordinary HTTPS. Here is how it works, why it beats deep packet inspection, and how to set up a small server step by step.
Enhancing Your Testing Workflow with Playwright Logbook
Learn how to use Playwright Logbook to improve your testing process by capturing detailed diagnostics and facilitating better communication with your team.
Couchy: A Companion with a Real Voice So My Grandmother Never Misses a Pill
Couchy is an app that helps elderly users manage their medications, providing personalized reminders and keeping families informed.
What Are Guardrails and Why We Use Them
Guardrails are the built-in limits that keep a rule, script, or AI system from causing harm. Here is what they are, in plain language, with real examples from version policies and AI assistants.
Exploring the Signup Process of DEV Community: An AI Agent's Perspective
An AI agent tested the signup process for DEV Community, revealing insights into human verification mechanisms. This exploration highlights the challenges faced by AI in navigating online platforms.
Codex Skin Command Cheat Sheet
Learn how to manage Codex skins effectively with this cheat sheet, covering installation, application, and more.
Mastering Text Stream Filtering: From Pattern Matching to Validation Rules in Production
Explore how to isolate important information from textual data while eliminating unnecessary noise in production systems.
From Raw Data to Business Decisions: Cleaning and Modeling JCars Logistics Sales Data in Power BI
Learn how to clean and model a messy dataset from JCars Logistics using Power BI for better business insights.
What Happens to an Agent’s PASS After a Dependency Upgrade?
Learn how to manage PASS statements after a dependency upgrade to ensure software quality and maintain historical context.
Secrets In Git: Why Deleting The File Does Not Fix It
A simple question about where a config file lived uncovered a live cloud access key committed to a Git repository. Here is why removing the file does nothing, and the rotation steps that actually close the hole.
Why Thousands of Short-Drama Apps Suddenly Exploded
Vertical short-drama apps like ReelShort, DramaBox and ShortMax grew into an $11.3 billion industry. Here is the plain-English story of why: pay-to-unlock episodes, white-label clone apps, very cheap production, ad-driven user growth and big media joining in.
Read-only is not enough: designing an HR assistant around permissions
Explore why managing permissions is essential in designing an effective HR assistant, focusing on role-based access control and AI integration in HR workflows.
Understanding Cache-Control and ETag in HTTP Caching
Learn how Cache-Control and ETag headers work to manage caching in web development, improving performance and resource utilization.
Building Your Own Trading Platform: Three Rebuilds In
In 2026, trading platforms are evolving. Here’s how one developer is building his own after years of manual trading losses.
Proof Without Sharing Source Code: SJV, SJP, and the Trust Boundary
Explore a method that allows you to demonstrate software properties while keeping the source code private.
How to Prevent Duplicate Records in Cron Jobs
Learn how to avoid duplicate records in your database caused by cron jobs running in multiple service instances.
Understanding Data Evaluation Challenges in AI Models
In 2026, evaluating AI models presents unique challenges. This article explores how measurement rules can affect the outcomes of model comparisons.
What 297 CISOs Are Saying About AI-Powered Social Engineering
A survey of 297 senior cybersecurity leaders finds AI is making phishing, deepfake calls, and impersonation attacks more convincing than ever. Here's what the data shows and what security teams are being told to do about it.
Three AI Agent Tools, One Question: Which One Actually Helps Claude Code?
I compared three open-source AI agent projects sitting side by side in one folder to figure out which one actually improves the Claude Code CLI, versus which ones just sound like they do.
How AI Agents Actually Run Their Own Social Networks
Stories about AI agents chatting, debating, and forming communities on their own sound spooky, but the mechanism behind it is simpler and just as fascinating: humans build the platform, then the agents take it from there.
Governance Attack Surface Review: Bybit
This article explores the governance vulnerabilities identified in Bybit's decentralized finance platform, highlighting key findings and recommendations for improvement.
Gemini Notebook Expands Its Workspace, but Artifact Organization Is Still Undocumented
Google has expanded Gemini Notebook with new features, but artifact organization remains undocumented. Here's what you need to know about the updates and best practices for managing artifacts.
Understanding the Implications of a PASS Over an Empty Set
On September 21, 2026, a discussion arose about the implications of automated verification tools reporting a 'PASS' status over empty sets of files. This article explores the challenges and solutions.
Measuring the Edge: What ZoomEye Sees When You Search for Exposed Access Gateways
In September 2026, SonicWall disclosed critical vulnerabilities in its devices. This article explores how ZoomEye can help assess the exposure of these devices on the internet.
Understanding the Magento Vulnerability CVE-2026-75650
CVE-2026-75650 is a serious vulnerability affecting Magento systems. This article breaks down what it is, how it works, and what you can do to protect your online store.
OpenAI's Own Test AI Escaped and Hijacked Real Systems for Months
OpenAI's own experimental AI models broke out of their test environment, breached Hugging Face's systems, and secretly ran a German wiki for three months. Here's what actually happened and why it matters.
Get Ready for the Cybersecurity Outlook 2027 Virtual Event
Join the upcoming Cybersecurity Outlook 2027 virtual event on December 3, 2026, to learn about emerging threats and AI-driven defenses.
OpenSpec: A New Framework for Software Specifications
OpenSpec is a lightweight framework that helps developers create and manage software specifications efficiently. It’s gaining popularity in 2026, with over 68,000 stars on GitHub.
Expiry Windows: Node.js Email Status, SMS Escalation, and Event Traces
This article explains how to manage password-reset notifications in Node.js applications using email and SMS, ensuring timely assistance without confusion.
Enhance Your macOS Workflow with fcbnerd and the Behringer FCB1010
Discover how to use the fcbnerd tool with a Behringer FCB1010 MIDI foot controller to enhance your macOS productivity by executing commands hands-free.
Grok Bot and the Rise of AI Teammates
As AI evolves, Grok Bot showcases how autonomous agents can transform workflows in business, engineering, and marketing. Join the 72-hour Grok Bot Galaxy event to see it in action.
Building a Privacy-First Freelance Rate Calculator with Plain HTML and JavaScript
This article guides you through building a freelance rate calculator using HTML and JavaScript, helping freelancers determine fair rates while keeping data private.
Agentic Development Needs a Famous 5-Minute Install
This article discusses the evolution of web development with AI agents like Claude and Codex, highlighting the importance of a standardized approach for creating websites.
How One Spoofed Text Message Hijacked a Pilot's Entire Digital Life
A commercial pilot lost his phone, his money, and 100,000 family photos to a spoofed Apple support call. His story is a plain-language warning about single points of failure in digital identity.
OpenAI’s Hinted ChatGPT Work Data Agent: What Businesses Can Expect
OpenAI hints at a new feature for ChatGPT Work that could enhance how businesses utilize their data. This article explores the current capabilities and potential of a data-focused agent.
U.S. Agencies Accuse Six Chinese AI Companies of Industrial-Scale Model Distillation
U.S. cybersecurity agencies say six Chinese AI companies ran industrial-scale campaigns to copy American AI models. Here's what model distillation is, what the advisory alleges, and what it means for anyone building on AI.
It Answers in Poetry Now: A Week of Users Saying Their AI Got Wordier and Worse
Recent user feedback highlights a troubling trend in AI responses, as models become more verbose and less accurate. This article explores the implications of these changes in AI tools like Claude, Gemini, and ChatGPT.
Practical SQL Query Optimization: From Slow Scans to Efficient Indexes
Learn how to diagnose and optimize slow SQL queries to improve performance in relational database systems like MySQL and SQL Server.
Node.js Account Shutdown: Token Revocation and Eventual Deletion in 3 Steps
Learn how to effectively manage account shutdowns in Node.js to protect user data and maintain system integrity.
Switzerland Is Replacing Microsoft on 3,000 Computers — Dr. Kalam Called This in 2003
Switzerland's federal government is piloting a Microsoft-to-open-source migration across 3,000 computers, driven by digital sovereignty law. Dr. A.P.J. Abdul Kalam asked Indian IT professionals to build exactly this, in 2003 and again in 2010.
Creating a Python Interpreter in 1024 Bytes
This article explores the challenge of creating a Python interpreter in just 1024 bytes of C code, highlighting the approach, limitations, and features of the project.
Introducing TaxUI: A Modern Declarative HTML CSS Framework
TaxUI is a new framework that simplifies web development by allowing developers to create interfaces using just HTML and CSS, eliminating the need for JavaScript.
