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

CLAUDE.md character limit diagram showing instruction compliance decay curves and context floor penalties across file sizes

AI Coding Assistants

CLAUDE.md Character Limit: Real Ceilings and the 150k Myth

Aug 29 · 11 min

Context in use per turn across 20,324 Claude Code turns, with the median at 96% of a 200k window

AI Coding Assistants

Claude Code Context Window Management: Nothing Empties It

Aug 28 · 12 min

$The input side of 20,285 billed Claude Code turns, split into cache reads, cache creation and the fraction that was typed$

AI Coding Assistants

Claude Code High Token Usage: Where the Bill Comes From

Aug 28 · 18 min

Context cost per turn across seventeen Claude Code versions, with the peak three weeks before the newest release

AI Coding Assistants

Claude Code Slow After Update: We Measured 17 Versions

Aug 27 · 12 min

Seven outbound services audited by phase, with one removed by running the model locally

Self-Hosted AI Coding: What Going Private Actually Removes

Aug 26 · 12 min

Audit of 77 agent-written files: named risks clean, four unescaped sinks and 548 packages

AI Coding Security Risks: What the Checklist Misses

Aug 25 · 12 min

Agent control plane audit: 18 configuration surfaces classified by who can review each one

AI Coding Tools for Enterprise: The Control Plane

Aug 25 · 13 min

Output ledger splitting 405 tracked files into reader-facing, process-facing and toolchain shares

Are AI Coding Tools Worth It? One Repository, Audited

Aug 25 · 12 min

Muhammad Kashif — Founder & Editor — Page 12 · Devventa