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Tests Pass, Design Breaks: Why TDD Can't Hold the Line on Design Intent

17h ago · 10 min read · There is a popular misconception that if you do TDD, your design also stays correct. That if the tests pass, quality is guaranteed. In AI-assisted development, this misconception is the kind that quie

PSPallavi Sharmapal-1.hashnode.dev

How AI Agents Decide What Information to Retrieve

Jun 3 · 9 min read · When you ask a well-designed AI agent a question, there's something more interesting happening under the hood than a simple database lookup. The agent doesn’t just match your query against a flat inde

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OpenAI frontier models and Codex are now available on AWS

Jun 2 · 14 min read · AI adoption inside enterprises has never been limited only by model capability. In many organizations, the real challenge is operational: security reviews, procurement, cloud governance, data controls

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From Chatbot to AI Agent: How Conversational Automation Is Evolving

Jun 1 · 13 min read · For many years, the word chatbot was associated with simple customer support widgets, scripted conversations, FAQ assistants, and menu-based flows. A user asked a question. The bot matched an intent.

SPSubham Pandablog.subhampanda.com

Adaptive-Intent-Driven Development: Why I Stopped Writing Specs

Jun 2 · 7 min read · I built this because specs kept lying to me GitHub: Adaptive-Intent-Driven-Development There is a common belief that if we document our architecture well enough, the team will stay aligned. Its not

Hexabot vs n8n for AI Workflow Automation: Which One Should You Use?

Jun 2 · 16 min read · AI workflow automation is becoming a new operating layer for modern software teams. Companies no longer want simple chatbots, isolated scripts, or one-off SaaS automations. They want systems that can

VVecmindsblog.vecminds.com

When AI Is the Wrong Tool (And How to Tell Before You Spend a Dollar) ?

Jun 2 · 3 min read · Most "AI projects" we get asked to rescue have the same story. The demo was incredible. Everyone in the room nodded. Then it hit real data, real users, and real edge cases, and it quietly never shippe

IRIgvir Ramirezblog.igvir.com

From code author to system steward: what changes inside AI-DLC

Jun 1 · 15 min read · The first post in this series was about what I saw — three workshops, teams shipping in hours what used to take sprints. The second post was about what goes wrong when that speed has no structure unde

Why Production AI Needs More Than Prompts and Tools

Jun 1 · 15 min read · AI prototypes have become surprisingly easy to build. You write a prompt. You connect an LLM to a few tools. You add access to documents, APIs, or a database. You run a demo. It works. At least, it wo