AI
Run DeepSeek Harness With a Local Model: Ollama, vLLM, llama.cpp
dsh boots wired to DeepSeek’s hosted API, and on a fresh install that is the only route it…
Category
Dev
AI
DeepSeek Harness vs Claude Code: What Is Actually Different
Two coding agents went onto the same Ubuntu box a minute apart. Claude Code landed as eleven files.…
AI
What Is DeepSeek Harness? Install dsh and Run Your First Agent
The thing DeepSeek open sourced on 13 August is not a model. DeepSeek Harness, or dsh once it…
Dev
How Modern DAST Platforms Complement Manual Security Testing
A penetration test can be thorough and still become outdated within days. The report may be accurate on…
AI
Claude Opus 5 Released: Benchmarks, Pricing and API Changes
Anthropic shipped Claude Opus 5 on July 24, 2026, and the pitch is unusual for a frontier release:…
AI
Cline CLI: the Open-Source AI Coding Agent in Your Terminal
Cline started as a VS Code extension and is now equally at home in a terminal. The Cline…
AI
Claude Sonnet 5 Released: Features, Benchmarks, and Pricing
Anthropic switched the default model on the Free and Pro plans to Claude Sonnet 5 the day it…
Dev
GitHub CLI Cheat Sheet: gh Commands With Real Examples
The browser tab is optional. Pull requests, issues, releases, CI runs, secrets, and even artifact signature checks all…
Dev
Turborepo Cache Misses and Environment Variables: Debugging Guide
A cache hit that should have been a miss is worse than a slow build. The task finishes…
Containers
Turborepo Docker Builds: turbo prune, Small Images, CI Caching
Docker and monorepos disagree about scope. Docker wants a small, self-contained build context that produces one image. A…
Dev
Self-Host a Turborepo Remote Cache with Docker Compose and MinIO
A remote cache is the difference between Turborepo saving one developer’s time and saving the whole team’s. Local…
Dev
Set Up a Production-Grade Monorepo with Turborepo and pnpm
Turborepo does one job: it stops a monorepo from repeating work that already ran. Every task execution is…
