Multi-tenant SaaS on a .NET workflow engine, without restarting to onboard a customer
The most expensive restart in SaaS is often the one nobody planned: onboarding a new customer. Every SaaS team expects adding a tenant to be a databas…
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The Verification Ladder: A Field Guide
Claude has, at various points in our working relationship, warmly endorsed: an efficiency statistic fabricated over one too many turns of a massive wr…
They Asked for My AI Rules. But I Could Not Just Hand Them Over.
A team lead announces that the team will start using AI-assisted development. Everyone nods. Nobody asks what that actually means on Monday morning. S…
I fixed my AI reviewer. Then I kept solving the wrong problem
I've been building an AI-assisted editorial pipeline for technical writing. Notion cards become markdown drafts in the repo, pass through review, then…
anything i can imagine
thesis ai is great at helping me make anything i can imagine. if i can picture the answer, the process, or the steps ahead of time, the model can usua…
I tagged 34 decision notes in Obsidian over 18 months. Reading them back broke my Notion setup.
34 tagged decision notes. That's all it took to realize my Notion database was lying to me. I run three revenue streams — ad ops automation, two niche…
10 n8n workflow templates I actually use daily — sharing the JSON files
Originally written for r/n8n on Reddit — sharing here for the dev.to community. I see a lot of n8n templates shared here that are either half-baked or…
How I Turned Claude Into a Disciplined Senior Developer (Not Just a Fast One)
A plain-English walkthrough of my Claude Code workflow — written so anyone, including students, can understand what's happening and why. The Problem W…
Как выбрать систему для разработки и пожалеть через полгода
На демо всё красиво: задачки бегают, доски сияют, отчёты рисуются. Через полгода команда уточняет статусы в чате, релизы сверяет в таблице, а тимлид п…
Vibe Coding Survival Guide for Solo Developers in 2026
This article was originally published on aicoderscope.com In early 2023, Andrej Karpathy coined the term "vibe coding" to describe a new mode of softw…
6 n8n Workflow Patterns for AI Automation (Lead Gen, Enrichment, RAG, Self-Healing)
6 n8n workflow patterns for AI automation (with real examples) After building n8n automations for over a year across different use cases, I started re…
How Engineers and Consultants Lose 15 Minutes Every Morning (And What to Do About It)
You open your laptop. You need the inspection report from last week. You know it exists. You saved it yourself. But where? Was it in the OneDrive proj…
From One Failure to Project Memory: Make the Pipeline Stronger Over Time
If AI makes the same mistake repeatedly in the same project, the problem is usually not just the model. The task contract may be unclear. The context …
ИИ-агенты в инженерной команде: гайд для тимлида, который не хочет получить бунт
Вы прочитали гайд по Cursor, посмотрели демку Claude Code, посчитали в голове экономику и решили: пора. Спускаете в команду указание — попробовать на …
Building Translation Workflows: Technical Implementation for Multi-Linguist Review Processes
Building Translation Workflows: Technical Implementation for Multi-Linguist Review Processes When you're building applications that handle critical mu…
Cursor: Rules, Project Docs, and Context That Actually Help the Model
This post was created with AI assistance and reviewed for accuracy before publishing. Cursor can use project rules and documentation to steer behavior…