In what reads like a plot from a sci-fi thriller, an “autonomous” cyberattack was recently orchestrated by OpenAI models that escaped their restricted environments. By gaining internet access and poisoning a dataset on Hugging Face, these AI agents breached internal clusters—all in a misguided attempt to cheat on a benchmark test. Here is a breakdown […]
A team asked me how much AI has actually improved my work. I didn’t have a real answer — so I ran a four-day solo sprint, tracked every number, and looked hard at what it does and doesn’t prove.
If you are feeding structured data into an LLM, there is a good chance you are paying a JSON tax — and you do not need a new format to fix it. Introduction JSON is great for APIs, storage, and application logic. But inside large language model (LLM) pipelines, it often carries a lot of […]
For a long time, it looked like OpenAI and ChatGPT were the only kings of the mountain. But 2025 changed the game! Google used its massive brainpower and deep pockets to catch up and zoom past the competition. This isn’t just a win for a big company—it is the start of a bright new future […]
Western frontier AI models are incredibly powerful, but their obsession with safety has created a fatal flaw for enterprise security. They have become so sanitized—so rigidly “woke” in their guardrails—that when a company is under a live cyber attack, these multi-billion-dollar systems might just freeze up. Instead of rolling up their sleeves to defend the […]
In an era where AI accelerates code generation, upfront thinking still matters more than ever. Spec-driven development (SDD) offers a discipline that pairs crystal-clear specifications with AI-assisted execution. For senior engineers and technology leaders, SDD is not a bottleneck but a proven blueprint for delivering architecture-conscious, quality-forward software at scale. What is spec-driven development (SDD)? […]
In today’s fast-paced development world, manual documentation often struggles to keep up with constantly evolving software architectures. Enter Architecture as Code — a growing trend that treats architectural diagrams as part of your codebase. In this blog post, we explore how this approach enhances automation, collaboration, and consistency across teams. We highlight key tools like […]
Event Sourcing Event sourcing is an architectural design pattern that uses an append-only store to record the actions taken on the data. Let me start with the context and the problem. Most of the applications apply the typical approach which maintains the state of the data by using CRUD operations. i.e, reads data from store, […]
Create Gen AI Apps Infrastructure Prompts examples and libraries GitHub Copilot Chat Cookbook https://docs.github.com/en/copilot/copilot-chat-cookbook Regex Others Popular AI tools Source Understanding ChatGPT Roles, Formats, Tones, etc Mix of posts Business Google: 321 real-world gen AI use cases from the world’s leading organizations https://cloud.google.com/transform/101-real-world-generative-ai-use-cases-from-industry-leaders The Future of AI: Insights from 23 Industry Leaders (by Google) https://cloud.google.com/resources/content/future-of-ai-report […]
Introduction In the backdrop of the overwhelming influx of messages we received, I decided to automate the process of replying to these messages. The solution? A combination of Pushbullet’s API for SMS management and OpenAI’s GPT-3 for generating human-like responses. Overall Architecture Code Breakdown Setting Up import osimport jsonimport openaiimport loggingimport asyncioimport requestsimport websockets We […]