Open Source AI in 2026: The 89% Adoption Rate Nobody Talks About
A Linux Foundation/Meta report finds 89% of AI users rely on open-source models, with 25% higher ROI. Comparing Llama, Mistral, and DeepSeek.
Featured essay · Jun 1, 2026 · AI & Machine Learning
How to Measure ROI from AI in Engineering Teams (Without Fooling Yourself)
AI coding feels faster, but one study found developers 19% slower while feeling 20% faster. How to measure real AI ROI with DORA and SPACE.
Featured
01Will AI Replace Your Job? I Built a Calculator to Find Out8 min read02Claude Code Tutorial 2026: The Complete Beginner's Guide to AI-Powered Development19 min read03AI in Software Projects: The Reality Behind the Hype7 min read04Indian IT Goes All-In on AI in 2026: What It Means for Your Job25 min read
Archive · 60 postsView all →
/calculatorHome Loan EMI CalculatorCalculate home loan EMI, compare interest rates across Indian banks, analyze prepayment options, and view detailed amortization schedules./calculatorSIP vs FD Calculator (India)Daily-refreshed Market Mood Index, post-tax SIP/FD verdicts, and AMFI-sourced category returns. Free, transparent, and honest about taxes./utilityImage Metadata & AI AnalyzerExtract image metadata, generate AI-powered captions, tags, and keywords. Supports Ollama, LM Studio, OpenAI, and custom endpoints./utilityAI Prompt OptimizerAnalyze and refine your AI prompts for clarity, specificity, and ethics. Detects vague words, bias, and missing elements, with customizable refinement options.
Section · /tools
Interactive tools, indexed.
~/tools $
/ focus · ↵ open · ★ featured
01home-loan-calc(1)Calculate home loan EMI, compare interest rates across Indian banks, analyze prepayment options, and view detailed amortization schedules.calculatoropen →02sip-fd-calc(1)Daily-refreshed Market Mood Index, post-tax SIP/FD verdicts, and AMFI-sourced category returns. Free, transparent, and honest about taxes.calculatoropen →03image-metadata-analyzer(1)Extract image metadata, generate AI-powered captions, tags, and keywords. Supports Ollama, LM Studio, OpenAI, and custom endpoints.utilityopen →04prompt-optimizer(1)Analyze and refine your AI prompts for clarity, specificity, and ethics. Detects vague words, bias, and missing elements, with customizable refinement options.utilityopen →05video-to-animated(1)Convert video clips to animated WebP or GIF images. Features trimming, presets for Discord and social media, and quality controls. All processing happens locally in your browser using FFmpeg.converteropen →06markdown-to-slack-conv(1)Convert standard Markdown or formatted text to Slack's mrkdwn format. Perfect for developers posting formatted messages in Slack.converteropen →07family-roots(1)Build and preserve your family story. Add members, link generations, upload photos and export your family history — all stored privately on your device.utilityopen →08ai-job-risk-calc(1)Assess how AI will impact your job. Get a personalized risk score based on your role, work composition, experience, and AI skills — with actionable career recommendations.analyzeropen →09headline-analyzer(1)Score your blog or article headline on length, Google SERP pixel width, word balance, sentiment, and type. Free, instant, and private — runs entirely in your browser.analyzeropen →10readability-checker(1)Check how easy your writing is to read. Get Flesch Reading Ease, a consensus grade level, word stats, and inline highlights for passive voice, adverbs, and long sentences — all in your browser.analyzeropen →
Section · /projects
Side projects & experiments.
Tools and small games built in the open. Source on GitHub.
A quiet dispatch when something ships.
One email per essay or tool — no drip, no upsell, unsubscribe in one click. Roughly twice a month.
60 posts published10 tools shipped0 trackers on this page
Section · /post
Recent essays & field notes.
Long-form on software, AI, and the practice of building things you actually use.
04JUL · 2026
8 min read
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02JUL · 2026
The Great Indian IT Reckoning: 25,000 Layoffs and the AI-First Pivot
TCS, Infosys, and Wipro cut 25,000-30,000 jobs in 2025, yet fresher hiring is back. The skill-gap crisis, reskilling strategies, and a new IT playbook.
10 min read
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01JUL · 2026
EU AI Act 2026: What Developers Need to Know Before August
High-risk AI rules take effect August 2, 2026. A practical compliance guide to risk tiers, documentation, and the proposed Digital Omnibus changes.
11 min read
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29JUN · 2026
AI Job Apocalypse? The Data Says Otherwise
Everyone's freaking out about AI taking jobs. Here's what's really happening according to WEF, Goldman Sachs, and 2025-2026 employment data.
6 min read
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13JUN · 2026
Faster to What? The Four Ways to Build Software with AI
Waterfall, Agile, AI Build, Vibe Coding — AI promises a prototype in days. But most teams want a reliable car, not a supercar. How to pick your approach.
5 min read
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10JUN · 2026
The Next Leap Isn't a Smarter Model — It's Models That Review Each Other
Single models hit diminishing returns. The next gains come from making top models critique each other: debate, judge, synthesize — with starter code.
7 min read
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