Why your AI coding agent should never see your API keys
Your AI coding agent needs your API keys. It needs them to call services, to test integrations, to run your stack. So you give it .env files, or you e
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Your AI coding agent needs your API keys. It needs them to call services, to test integrations, to run your stack. So you give it .env files, or you e
Short answer: embed the policy and taxonomy docs, retrieve a small candidate set for each sales-call summary, rerank those snippets, and ask an LLM to
RustDesk Just Solved the Biggest Linux Remote Desktop Problem: True Unattended Access on Wayland RustDesk, the open-source remote desktop software, a
Short answer: treat 429 Retry-After as a scheduling decision, not as a reason to hold a worker open: persist one delivery record with a stable idempot
markdown I built a portable memory layer for AI agents so you don't have to AI agents are everywhere now. But they still struggle with one
Overview Flagr is a useful test of whether Ota can keep a real service repository legible. It has a portable Go verification path, a local
Livewire Secure Properties 🔒 👉 View on GitHub: janecodelife/livewire-secure-properties An elegant, zero-configuration security package for
Originally published on my website. The Problem I've been writing Ruby on Rails for a while now, and in all that time migrations have neve
Real-time voice moderation for user calls changes the accounting boundary: a customer-support system that turns messy caller descriptions into catalog
Our watch pages were lying. A clip trending in Japan would pick up 40,000 views in the twenty minutes between an aggregation run and the next page-cac
Earlier this year a component I work on started making itself unpopular. The codebase is a Java engine, mostly rule-based, and it predates me at the c
Upgrading a Symfony application to PHP 8.4 doesn't have to mean rewriting half the codebase. For applications that have been running in production fo
This tutorial walks through installing and setting up the Rust toolchain for vLLM on an AWS EC2 G5g instance — Graviton2 (aarch64) with an NVIDIA T4G
This tutorial walks through installing and setting up the Rust toolchain for vLLM on an AWS EC2 G5g instance — Graviton2 (aarch64) with an NVIDIA T4G
3090. Maximum Length Substring With Two Occurrences Difficulty: Easy Topics: Mid Level, Hash Table, String, Sliding Window, Weekly Contest 390 Give
This tutorial walks through deploying vLLM and some of the key Rust tools used for building and deployment. This tutorial walks through installing
Three things go wrong when a Laravel application receives WhatsApp webhooks, and each produces a different silent failure. Meta's verification challen
When you build applications with Swoole or OpenSwoole, one of the biggest advantages is that your PHP process stays alive. You can keep state in memo
Discord bots can look surprisingly complicated when you see them in action. A bot can respond to messages, tell stories, remember parts of conversatio
A trading research agent can write strategy code, run a backtest, inspect the results, and keep revising the strategy. The harder problem is making su