Articles
Insights, tutorials, and stories from builders.
Kislay·What a Developer Professional Profile Should Actually Look Like
Traditional professional profiles fail to capture the value of modern developers. forg.to focuses on what you build, not just where you've worked.
Kislay·Why You Should Build an Online Presence as a Developer
Imagine this. You have pushed a thousand commits. Your GitHub profile is a beautiful, unbroken wall of green squares. You know you are a solid engineer. But when a recruiter or a startup founder looks you up, what do they see? They do not see the cle…
Kislay·Multi Agent Automation: Why We Might Never Hire a Junior Developer Again
Multi-agent AI like Google Antigravity 2.0 automates junior developer tasks, threatening the talent pipeline. New roles focus on auditing AI.
Kislay·Vibe Coding Will Destroy Your Software Engineering Career
The "Vibe Coding" Epidemic I am graduating with a computer science degree next year. Let me tell you a secret. (Quick note: If you prefer watching a video over reading, here is an excellent breakdown of this exact shift: https://youtu.be/KinguqY6WwU…
Kislay·The Infinite Money Glitch Behind The AI Industry
Tech giants inflate AI profits via accounting loopholes and 'round trip revenue' schemes, masking startup losses and their own cash burn.
Kislay·Google Just Killed the Blue Link: 5 Ways to Survive the AI Search Apocalypse
Google's AI search evolution means traditional SEO is dead. Adapt with micro-queries, API-like websites, unique experiences, entity trust, and multimodal content.
Kislay·Future Is Terrifying: AI Clones of Dead Humans is $600M Industry
AI clones of deceased humans are a $600M industry in China, offering interactive replicas for grieving families. Regulations are emerging.
Kislay·Google Built the Perfect Deepfake Engine. Can a Hidden Pixel Signal Stop the Chaos?
Google's Gemini Omni model enables hyper-realistic deepfakes. Can C2PA credentials and SynthID watermarks combat the rise of synthetic media?
Kislay·How Github got hacked and 3,800 repos got stolen
GitHub's internal repos were stolen via a poisoned VS Code extension, highlighting the vulnerability of developer laptops as the new security perimeter.
Kislay·Building a Conversational Agent with Context Awareness
Build a context-aware conversational agent in Python using LangChain and GPT-4o-mini. Fixes chatbot memory issues with ~30 lines of code.
