AUTHOR · FOUNDER & EDITOR

Muhammad Kashif

Founder and editor of Devventa. Writes about AI coding assistants, Next.js, and the workflows behind shipping production software with AI tools.

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Articles by Muhammad · 165

Graph showing prompt caching cost savings curve, write tax break-even at turn 2, and TTL eviction cliff

Prompt Caching Cost Savings: Multipliers, Break-Evens, and TTL

Oct 7 · 12 min

Technical diagram illustrating Claude Code context window exhaustion and auto compaction thresholds

AI Coding Assistants

Claude Code Context Window Full: Diagnosis and Compaction Mechanics

Oct 6 · 11 min

Architectural comparison between inline code completion assistants and autonomous terminal agents

AI Coding Agent vs Assistant: Architecture, Autonomy, and Costs

Oct 6 · 11 min

Technical diagram illustrating MDX compilation stages and AST parser error points in Next.js

MDX Build Error in Next.js: AST, remark/rehype, and Production Fixes

Oct 6 · 10 min

Antigravity CLI installation diagram showing binary path and ~/.gemini config directory

AI Coding Assistants

How to Install Antigravity CLI: Architecture, Paths, and Setup

Oct 5 · 10 min

Architecture diagram showing GitHub MCP server configuration and token overhead

AI Coding Assistants

MCP Servers GitHub Integration: Setup, Authentication, and Tool Overhead

Oct 5 · 11 min

Architecture diagram showing migration paths from Gemini CLI to Antigravity CLI

Antigravity CLI vs Gemini CLI: The Migration and Breaking Changes Guide

Oct 5 · 11 min

Architectural comparison diagram between Model Context Protocol stdio pipes and REST HTTP APIs

AI Coding Assistants

MCP vs API: When to Use Model Context Protocol

Oct 4 · 11 min

Muhammad Kashif — Founder & Editor — Page 4 · Devventa