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AI Workflows Are Changing SaaS Growth: The Hidden ARR Compression Risk
AI workflows are transforming modern SaaS products. Instead of simply assisting users, AI is now au…
A Practical Guide to Open-Weight LLM API Integration
A Practical Guide to Open-Weight LLM API Integration Tags: #ai #api #opensource #tutorial …
Unused MCP Plugins Are Quietly Eating Your Context: A Weekly Auto-Disable Pipeline
This is a continuation of my "Claude Code environment" series. After the previous post on automating…
The Hidden Cost of Too Many Approval Layers
How many approvals does it take to launch one simple feature? One? Three? Five? Or does it feel …
Manufacturing Software Development: Avoid the Buy-First Trap
Walk onto almost any factory floor that's three years into an ERP rollout and ask the plant manager …
Dukaan Digital: Teaching an AI to Read a Kirana Shop So Small Stores Can Compete on ONDC
The problem nobody built for Walk into any Indian neighborhood and you'll find one within 200 meter…
Test Management Software Metrics That Improve QA Performance
Delivering high-quality software requires more than executing test cases. Modern QA teams need measu…
Why an AI Agent Must Never Choose Its Own Acting Subject
An AI agent can generate a valid tool call and still have no legitimate identity behind the action. …
The WhatsApp Handoff Problem: Passing a Bot Conversation to a Human Without Losing Context
Every support team that puts a bot on WhatsApp eventually hits the same wall. The bot handles the ea…
I Tested Cursor, Claude Code, Windsurf, and Codex on the Same Codebase for 30 Days. Here Are the Results.
The comparison posts flooding your feed right now have a problem. They test each tool on different c…
Changes to LLM pricing: Novita and StreamLake
Model price changes detected for Novita and StreamLake. Details below.…
AI Agents for Construction: The On-call Site PM That Never Sleeps
It's 6:47am and the site manager's phone is already running hot. The concreter wants to know if the …