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Level UI • 18 hours • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
7 Reactions 7 Comments
floxolab • Sep 15 • in Articles • 7 min read
How to Build a B2B Prospect List That Is Worth Contacting
A useful B2B prospect list is not a large file of email addresses. It is a small, explainable set of companies that can buy your offer, plus the people who are likely to own the problem. Build the targeting rules first, inspect 20 companies ...
  • company
  • companies
  • account
  • only
  • list
0 Reactions 0 Comments
floxolab • Sep 5 • in Articles • 8 min read
Apollo Free Trial: What You Can Test Before Paying
Direct answer: create an Apollo Free account first and do not activate the one-time 14-day paid-plan trial until your test segment is ready. Use Free to define the market and filters. During the trial, inspect 25 companies, verify 10 contact...
  • trial
  • apollo
  • test
  • credit
  • only
0 Reactions 0 Comments
Ganesh Kumar • Aug 22 • in Articles • 3 min read
Understanding the Consumption-Based Model in Cloud Computing
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star git-lrc on GitHub to help more developers discover the project. Do give it a try and share your feedba...
  • cloud
  • resources
  • consumption-based
  • only
  • pay
2 Reactions 0 Comments
Ganesh Kumar • May 1 • in Articles • 3 min read
Understanding Systemd.exec - Part 1: How to Secure Applications Running in Systemd?
Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on GitHub. Star Us to help devs discover the project. Do give it a try and share your feedback for improving the produ...
  • service
  • only
  • use
  • make
  • run
2 Reactions 0 Comments
deadlock.go • Apr 19 • in Articles • 6 min read
Five Caching Strategies Every Backend Dev Should Know
Five Caching Strategies Every Backend Dev Should Know If you build backend systems, you eventually run into caching. Someone says “just put Redis in front of it” and suddenly your app is faster… until you start seeing stale data, cache misses, and we...
  • cache
  • only
  • read
  • data
  • caching
2 Reactions 0 Comments
Tom Smithverified • 15 hours • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
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