惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

D
Docker
Simon Willison's Weblog
Simon Willison's Weblog
H
Help Net Security
F
Fortinet All Blogs
H
Heimdal Security Blog
S
Schneier on Security
L
LangChain Blog
博客园 - Franky
酷 壳 – CoolShell
酷 壳 – CoolShell
NISL@THU
NISL@THU
P
Palo Alto Networks Blog
J
Java Code Geeks
博客园 - 【当耐特】
The Last Watchdog
The Last Watchdog
W
WeLiveSecurity
www.infosecurity-magazine.com
www.infosecurity-magazine.com
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
V
Vulnerabilities – Threatpost
I
InfoQ
Recorded Future
Recorded Future
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
C
CERT Recently Published Vulnerability Notes
T
Tenable Blog
腾讯CDC
C
Check Point Blog
量子位
M
MIT News - Artificial intelligence
GbyAI
GbyAI
罗磊的独立博客
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
B
Blog
小众软件
小众软件
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
C
CXSECURITY Database RSS Feed - CXSecurity.com
Stack Overflow Blog
Stack Overflow Blog
P
Proofpoint News Feed
P
Privacy & Cybersecurity Law Blog
V2EX - 技术
V2EX - 技术
T
Threatpost
Engineering at Meta
Engineering at Meta
Attack and Defense Labs
Attack and Defense Labs
T
Tailwind CSS Blog
S
Securelist
The Cloudflare Blog
博客园 - 叶小钗
L
LINUX DO - 最新话题
T
Troy Hunt's Blog
C
Cyber Attacks, Cyber Crime and Cyber Security
爱范儿
爱范儿

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything Updated: BFF Pattern I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
15 AI prompts I actually use as a tech freelancer (with the uncomfortable ones included)
devautomatio · 2026-05-21 · via DEV Community

devautomation

I've been freelancing in tech for years. These are the prompts that actually save me time -- not the generic "write me an email" stuff, but specific, tested prompts for real freelance situations.

I'll share 15 free ones here. The full pack has 120, organized by use case.


Client communication

Writing a scope clarification without sounding difficult:

I need to write a professional email to a client who is requesting [scope change] which wasn't in our original agreement. I want to explain why this affects the timeline/cost without sounding defensive. Our original scope was: [X]. What they're asking for now: [Y]. Write a short, direct email that opens the door to a conversation rather than closing it.

Enter fullscreen mode Exit fullscreen mode

Following up on an unpaid invoice (firm but professional):

Write a follow-up email for an invoice that is [X days] overdue. The client has been unresponsive. Tone: firm but professional. Don't apologize. Make it easy for them to pay by [payment method]. Amount: [X]. Invoice number: [Y]. This is the [first/second/third] follow-up.

Enter fullscreen mode Exit fullscreen mode

Declining a project without burning the bridge:

I need to decline a project from [type of client] because [real reason: budget too low / not my specialty / timeline unrealistic]. Write a short, warm email that declines clearly but leaves the door open for future work. Don't be vague. Don't offer a referral unless I say so.

Enter fullscreen mode Exit fullscreen mode


Project management

Turning vague client feedback into actionable tasks:

A client sent this feedback: "[paste feedback]". Extract specific, actionable tasks from it. Group by: design changes / content changes / functionality changes / unclear (needs follow-up question). For anything unclear, write the follow-up question I should ask.

Enter fullscreen mode Exit fullscreen mode

Writing a project status update that doesn't sound like filler:

Write a weekly status update for a [type of project] project. Current status: [X% done]. Completed this week: [list]. Next week: [list]. Blockers: [list or none]. The client is [technical/non-technical]. Keep it under 150 words. No fluff.

Enter fullscreen mode Exit fullscreen mode

Creating a meeting agenda that actually gets things decided:

Create a 30-minute meeting agenda for [topic]. We need to make decisions on: [decision 1], [decision 2]. Background context: [brief context]. Format: time blocks with clear decision/outcome for each item. Include 5 min for questions.

Enter fullscreen mode Exit fullscreen mode


Technical writing

Writing a README that developers will actually read:

Write a README for [project/tool/script]. It does: [what it does]. The audience: [developers / non-technical users]. Required sections: what it does, prerequisites, installation, usage with example, common issues. Tone: practical, no marketing language.

Enter fullscreen mode Exit fullscreen mode

Explaining a technical decision to a non-technical client:

I need to explain to a non-technical client why I chose [technical decision] over [alternative]. The real reasons: [technical reasons]. Translate this into plain language. Use an analogy if it helps. Max 3 sentences. No jargon.

Enter fullscreen mode Exit fullscreen mode


Sales and proposals

Writing a project proposal introduction:

Write the opening paragraph of a project proposal for [type of project] for [type of client]. My key differentiator: [what makes me different]. The client's main concern is: [timeline / budget / quality / reliability]. Don't start with "I". Lead with their situation, not my credentials.

Enter fullscreen mode Exit fullscreen mode

Responding to a request that's underbudget:

A potential client has a budget of [X] for a project that realistically costs [Y]. Write a response that: acknowledges their budget without dismissing it, explains what [X] could actually buy, opens the door to a conversation about scope or phasing. Don't be condescending.

Enter fullscreen mode Exit fullscreen mode


Automation and productivity

Writing a bash/PowerShell script comment block:

Write a professional comment block for this script: [paste script]. Include: what it does, requirements, usage example, author, date. Format for [bash/PowerShell/Python]. Keep it concise -- developers will read this.

Enter fullscreen mode Exit fullscreen mode

Turning a messy process into a checklist:

I have this process that I do manually: [describe the process]. Turn it into a numbered checklist that someone else could follow without asking me questions. Identify any steps where decisions need to be made and add decision criteria.

Enter fullscreen mode Exit fullscreen mode


The prompts I use most

The ones I reach for every week:

  • The unpaid invoice follow-up (always uncomfortable, this makes it less so)
  • Vague feedback -> actionable tasks (saves 30 min of confusion on every revision round)
  • Technical decision explanation (clients respond better when they understand the why)

The full pack

These 15 are from a pack of 120 prompts I use in my freelance work, organized into categories: client communication, project management, technical writing, proposals, invoicing, hiring, and automation.

AI Prompt Pack for IT Freelancers -- 120 prompts -- USD.

All prompts are in Polish and English. Tested on Claude, ChatGPT, and Gemini.


Related articles

Full toolkit: devautomation.gumroad.com


What prompt do you find yourself rewriting from scratch every time? Drop it in the comments -- I'll share what I use.