On April 14, 2026, Capria Ventures hosted an AMA titled “Rethinking Support in the Age of AI”, featuring Shakil Ahmed in conversation with Will Poole. The session explored how AI is transforming customer support from a cost center into a strategic driver of retention, product improvement, and revenue growth. Drawing…
In the complex world of Large Language Model (LLM) optimization, we often look for complicated solutions, better training data, fine-tuning, or complex “Chain of Thought” prompting. However, researchers from Google Research have discovered a surprisingly simple technique that boosts accuracy across almost all major AI models: just say it twice….
If you have been using Claude Code to speed up your development, you may have noticed a limitation: Claude sometimes guesses when it is done, or it stops working before all your requirements are fully met. Enter Ralph Wiggum, the “official Claude Code plugin for iterative, self-referential AI development loops”…
A strange phenomenon is sweeping across the tech world on X (formerly Twitter): people are rushing to buy Mac Minis, not for themselves, but to house their new “AI employees”. This viral trend marks what some experts are calling an “iPhone moment” for artificial intelligence. It represents a fundamental shift…
At the end of 2024, the conversation around AI was largely about “search”. We were using RAG to talk to our documents and LLMs to summarize our meetings. It was a helpful productivity boost, but it was not transformative. The real breakthrough came starting 2025 when we stopped treating AI…
Vibe-coded and prompt-generated applications have changed how quickly teams can move from idea to working software. With the right prompts, it is now possible to create useful internal tools in days rather than months. But speed brings responsibility. The moment a prompted application is deployed to a real domain and…
At its core, Supabase is a Backend-as-a-Service (BaaS) platform. It provides developers with all the “boring” but essential parts of an application like databases, authentication, file storage, and edge functions, so they can focus on building their actual product. Unlike Firebase, which uses a NoSQL (document) database, Supabase is built…
In the previous article, we explored what MCP is, why it matters, and how it is quickly becoming the universal bridge between AI models and the tools they rely on. Now it’s time to go deeper. If Part 1 answered “What is MCP?”, this article answers “How does MCP actually…
If there is one part of software development that everyone quietly dreads, it is code review. Engineers get busy, deadlines creep in, and suddenly the small pull request from yesterday has turned into a mini vacation plan. This is where CodeRabbit steps in. It acts like that one teammate who…
What is Toon TOON: Token-Oriented Object Notation is a compact data serialization format designed for use with large language models (LLMs). It’s built to reduce token usage and improve how structured data is interpreted by AI systems. Why JSON struggles JSON: JavaScript Object Notation has been the standard for years,…
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Unitus Ventures, a leading venture capital firm in India, is joining forces with its US affiliate Capria Ventures, a Global South specialist, to operate with a unified global strategy under a single brand, Capria Ventures.
