Decoding discrete denoising model-supervised fine-tuning (ddm-sft) in practice
Learn how ddm-sft powers diffusion LLM fine-tuning with mask-and-denoise training, LoRA adapters, and bidirectional attention for advanced AI.
Blogs
Learn about the latest tech, trends, insights, and our culture.
Predicting Ad creative quality: How AI advertising boosts Ad performance
Discover how AI predicts ad creative success, improves CTR, ROAS & CPA, and helps marketers optimize campaigns for higher engagement and ROI.
The systemic approach: Context engineering in AI product development
Building AI agents that work in demos is easy, but creating ones that survive in a production environment is a completely different challenge. We at KeyValue, developed a platform to help Customer Success teams act fast by connecting their meeting transcripts, emails, and account data with AI-driven insights. Our journey
Diffusion LLMs: Text generation through a new lens
In the realm of generative AI, diffusion models have emerged as a game-changing approach in large language models (LLMs) — first transforming image generation (think Stable Diffusion, DALL·E 2) and now making waves in natural language processing (NLP). But what happens when we take the diffusion framework — known for gradually
Hybrid RAG Architecture: Why lexical and semantic alone will fail you
Picture this: A sales team of a company is demoing their new business marketer AI to a potential enterprise client. They ask a straightforward question: "What's the best go-to-market strategy for a Series B SaaS startup in India?" Your system confidently returns a detailed breakdown of
From prompt engineering to context engineering: How smart AI agents work
Remember the early days of ChatGPT and prompt engineering? Mastering prompt phrasing felt like a magic trick. But today, with AI becoming deeply integrated into workflows—from enterprise chatbots to autonomous agents—that magic trick isn’t enough. Prompt engineering taught us how to ask a question. Context engineering teaches
From discovery to breach: A docker registry security story
Imagine this: It’s a quiet Sunday morning. At a fast-growing tech startup, Acme Inc., the DevOps team’s lead, Jane, is enjoying her coffee when she gets an urgent message. Several production containers are behaving strangely. In hours, the root cause becomes painfully clear—a misconfigured Docker Registry has
How Google's Agent2Agent (A2A) is set to revolutionize AI in logistics and supply chain
AI in logistics meets Agent2Agent (A2A). Connected agents cut delays, reroute trucks, and keep warehouses & fleets in sync, in real time.
AI agents in finance: Why teams can't afford to ignore A2A
Highlights: * AI agents in finance are evolving from isolated tools to interconnected systems through agent-to-agent AI protocols. * PayPal and Intuit are deploying financial AI automation, creating massive opportunities for startups building AI workflow automation infrastructure. * While AI agents for fraud detection and automated compliance AI promise transformation, they introduce new
Streamlining HR workflows: Google's A2A protocol for employee onboarding
Highlights * Google’s A2A protocol enables AI agents to communicate and collaborate on tasks across various tools and systems. * A2A paves the way for HRs to automate the entire recruitment flow, with AI agents collaborating from screening to onboarding. * Results show 47% faster hiring, with onboarding time cut from two
Customer service automation meets A2A: What every business needs to know
Highlights * Customer service automation powered by A2A lets chatbots, billing bots and CRM agents share one language, creating a single smart support team. * With A2A, automated agents pass context and hand off tasks in real time (for example instant refunds or live account look-ups) so customers wait less. * Always-on customer
How Google’s A2A is powering the future of AI in EdTech
Google’s A2A Protocol is redefining AI in EdTech with collaborative agents that personalize and streamline digital learning.
MCP explained: The Model Context Protocol that’s powering smarter AI
As Large Language Models (LLMs) become more deeply embedded in business workflows, one persistent limitation remains: their inability to access real-time, external context. Relying solely on training data leaves models outdated, often resulting in incomplete or inaccurate outputs. That’s where the Model Context Protocol (MCP) steps in. Developed by
Designing smarter: How AI in UX design increased our speed by 30%
Our design process was good—but we wanted it to be great. We weren’t just chasing faster delivery; we were aiming for smarter ideation, more focused validations, and a creative workflow that could scale without compromising quality. That’s where AI stepped in. By thoughtfully integrating AI in UX
What is A2A? Understanding Google’s Agent2Agent protocol
Explore how Google Agent2Agent Protocol (A2A) enables multi-AI agent collaboration across platforms, tools, and industries.
Powering AI chatbots with real-time streaming: A developer's guide
In today's digital landscape, user expectations for AI chatbots have evolved dramatically. Gone are the days when users would patiently wait for a complete response to load. Modern AI applications need to feel alive, responsive, and natural - just like a conversation with a real person. This is
Redux vs. Recoil: The ultimate showdown in React state management library
Redux vs. Recoil—Which React state management library should you use? Our engineers debate the best choice. Read now!
Vibe coding is blowing up in 2025: Explore more paths and experiment faster
Vibe Coding is making software development crazy fast. Is it the future or just hype? Find out!
Product development roadmap: From concept to market success
In product development, the journey is as important as the destination. As Peter Drucker wisely noted, “Execution is an art.” While a strong idea and thorough customer research lay the foundation, how you transform that idea into reality ultimately determines success. The market is full of real-life use cases where
Evolution of self-hosted image generation: From AUTOMATIC1111 WebUI to ComfyUI via Stable Diffusion WebUI Forge
The rising demand for AI-generated visuals AI image generation has made creating visuals faster and more efficient, but getting high-quality results still requires the right tools and workflows. Some methods prioritize ease of use, while others focus on control and customization. Performance, flexibility, and quality all play a role in
Mastering Kubernetes observability: Multi-cluster monitoring with VictoriaMetrics, Loki & Grafana
Introduction: Navigating multi-cluster complexity with observability In today's cloud-native world, applications no longer run in a single cluster. Organizations adopt multi-cluster architectures for scalability, resilience, and geographic distribution. But with this power comes complexity—and the need for robust monitoring. Imagine managing Kubernetes clusters across multiple regions, each
From bottlenecks to breakthroughs: How TensorRT video analytics revolutionized our pipeline
TensorRT video analytics optimization reduces lag, enhances accuracy, and speeds up AI workflows. Learn how we unlocked breakthrough results.
AI application development: From LangChain to LangGraph
Upgrade from LangChain to LangGraph and unlock new ways to scale your AI application development with more flexibility and creativity. Let’s explore how!
Boosting developer productivity with AI-powered tools
AI-powered tools transformed our dev process—70% faster delivery, fewer blockers, and smarter coding. See how we adapt, evolve, and code smarter with AI.
Why tech startups should consider outsourced product development: Key benefits & process
Explore the pros of outsourced product development for tech startups, and how it allows you to focus on growth while experts handle development.
AI Agents and Agentic AI: Redefining the future of business workflows
AI agents and Agentic AI are at the forefront of transforming industries and business workflows. While generative AI tools like GPT and DALL-E have made waves by creating content, they are reactive and dependent on user input. Agentic AI, however, takes a major leap forward, enabling systems to operate autonomously,
KMP unleashed: A developer's cross-platform dream
Dive into the future of software development with Kotlin Multi platform (KMP).
Transforming the workforce: Shifting from task-based mindset to building a product mindset in employees
A guide to help shift from a task-based mindset to a product mindset, as well as the principles, benefits, and practical strategies that underpin this shift.
Let’s go phishing!
Know more about Phishing, a cyber deception, and arm yourself with the knowledge to stay a step ahead to fortify your digital defenses.
Revealing the hidden perils: Dark web threat intelligence
Dark Web, a world of cyber mysteries where online dangers lurk. Learn more about these hidden corners of the internet.
Why are hackathons important for students?
The blog is a gist of the keynote message by the CEO, given at the .hack(), the hackathon held at Mar Athanasius College of Engineering.
Beyond human boundaries: Enhancing testing and automation with AI - Part 2
Understanding how software testing sees new light with the integration of AI-powered tools, the blog delves into the application of AI in web and mobile automation.
Beyond human boundaries: How AI testing is transforming automation
Discover how ChatGPT, BingChat, & GitHub Copilot revolutionize Software AI Testing.
The buzz around AI: Changing lives, work, and the future
AI is a revolution. Uncover how it learns, innovates, and transforms industries, unleashing its boundless potential.
Microsoft AppCenter - Direct deployment with CodePush
Learn about Microsoft Appcenter and its game-changing direct deployment with Codepush. Get the scoop and level up your app development skills.
Leveraging ChatGPT3.0 for streamlined application development (Part 2)
A blog that delves into captivating anecdotes and explores fascinating use cases of ChatGPT.
Leveraging ChatGPT3.0 for streamlined application development
We explored the advantages and limitations of streamlining application development using ChatGPT3.0. Read more to know our findings.
Wireframing: The secret sauce for product managers
Wireframes are integral to carving out the aspired digital success'. This blog will explain why and how this statement is true.
How to create a successful product roadmap (Part 2)
Developing a product roadmap is an essential part of the product development process. This article will explore how to create a product roadmap that is effective and efficient.
How to create a successful product roadmap (Part 1)
Every product development company wants to create the most effective product that meets the customer's needs. Let's look at how product roadmaps play a critical role in the process.
Fetching data from database: Things to look out for
Writing optimal queries to fetch the required data from the database is important to ensure the overall performance of the APIs. Learn how to design perfect queries with this blog.
An intro to federated graphs
Having a single unified data graph operating at the application’s data layer is necessary for a systematic approach. Learn more about the implementations of Apollo’s ‘One graph’ from this article.
Sharing hands, caring minds
To hold out a helping hand, and contribute to the society we live in is our responsibility. Humbled by the smiles we could spread the past year.
People oriented leadership
For ages, people have debated if leaders are born or made. If you ask me, the answer is both. While there are a few who are born with innate leadership qualities there are others who can be trained to become one. Let's read further to know how.
GIVE and TAKE
Breaking the stereotypes, paving the way for continuous learning, setting the floor to experience new horizons, and laying the carpet for every bit of talent; we live the real meaning of ‘Give and Take’.
What makes a product great? | What we learned from shipping over 120 products
Every budding product is looking for that explosive growth. And yet it always feels like something is weighing it down. Why do some products get stuck at 'just good'? Is there some secret formula that turns good products into great ones as they move towards product-market fit?
Accessibility in UX
Accessibility refers to whether a product or service is usable by ALL users equally. This article discusses what are accessible products/designs, the significance of accessible products as well as how to design for accessibility.
Flutter vs React Native
With the huge amount of potential mobile customers to penetrate the market, it’s crucial to provide an excellent user experience and functionality with the apps we build which emphasizes how critical it is to choose the best technology to take your idea across to the masses.
Chrome extension for bypassing content security policy
The dreaded CORS issue is every developer's nightmare. But with this Chrome extension, we overcame a CORS issue that we faced at Keyvalue. Read on to find out how we built it.
