Tech Articles
Curated developer articles, tutorials, and guides – auto-updated hourly
DevaAug 12, 2026 • 13 min read
DeepSeek V4 Flash 0731 and GPT-5.6 Luna: The Routing Table Just Moved
DeepSeek's official V4 Flash 0731 beta and OpenAI's 80% Luna price cut redraw the practical price-pe...
#foundationmodels#modelselection#codingagents#tokeneconomics
1 0
Leo1d ago • 4 min read
The command your agent approved is not the command that ran
A Docker write-up walks through CVE-2026-22708, a Cursor flaw where shell built-ins slipped past the...
#codingagents#cursor#sandboxing#cve
1 0
Neilton Rocha1d ago • 7 min read
What should go into a Git commit when a coding agent writes the code?
A diff shows what changed. Agent-written code also needs context, verification results, human...
#ai#codingagents#softwareengineering#git
1 0
Ted KimAug 12, 2026 • 16 min read
Harness Engineering — Building the Environment Your Coding Agent Works In
A practical guide covering the concepts, components, and project-type-specific application methods o...
#ai#codingagents#productivity#devops
0 0
DevaAug 12, 2026 • 9 min read
DeepSeek V4 Flash 0731: Loop Economics and the Price Cascade
V4 Flash 0731 sits one point behind GPT-5.6 Luna at a fraction of the cost. Loop math, the best harn...
#foundationmodels#tokeneconomics#codingagents#developertools
1 0
DevaAug 12, 2026 • 3 min read
DeepSeek V4 Pro 0813: Frontier Agentic Coding at Commodity Price
DeepSeek's GA release closes the agentic coding gap with Claude and GPT — Terminal-Bench 2.1 at 87.9...
#deepseek#foundationmodels#codingagents#modelbenchmarks
1 0
Owen4d ago • 17 min read
DeepSeek Harness (dsh) Setup: Run Any Model in It (2026)
DeepSeek Harness runs as a web app, not a TUI. Install it, point it at any OpenAI-compatible gateway...
#ai#deepseek#codingagents#opensource
0 0
Owen1d ago • 5 min read
DeepSeek Harness (dsh): Version, Updates, Stability (2026)
dsh is still on 0.1.0-rc.6, the version it launched with. Zero commits since 2026-08-13, no releases...
#deepseek#deepseekharness#codingagents#opensource
0 0
Owen6d ago • 27 min read
Best AI Coding Agent Harness (2026): 9 Tools + Model Pairing
Nine harnesses, one finding that reframes the whole category. On OpenRouter's 30-day app data, the s...
#ai#codingagents#claudecode#modelcomparison
0 0
Breach Protocol6d ago • 4 min read
Agent instruction files triple in size because nobody remembers why a rule exists
A study of 247,694 instruction lifetimes across 1,867 GitHub repositories found agentic coding instr...
#agents#agentmemory#codingagents#promptengineering
1 0
Breach Protocol1d ago • 4 min read
An AI agent rewrote 189 files in a 717,000-line codebase and nobody read the code
A developer documented an AI coding agent dismantling a core architectural assumption across a 717,7...
#codingagents#softwareengineering#casestudy#agents
0 0
Breach Protocol6d ago • 4 min read
SkillZip compresses an agent's skill file without ever running the agent
A new method compresses the accumulated skill files of self-evolving agents by finding the shortest ...
#agents#promptengineering#codingagents#research
0 0
Breach Protocol6d ago • 4 min read
A self-improving coding agent that compares notes with a rival lineage
Most self-improving coding agents rewrite themselves after a single failure, throwing away the archi...
#agents#recursiveselfimprovement#codingagents#evolution
0 0
Breach ProtocolAug 12, 2026 • 4 min read
The new refactoring benchmark stops the best agent at 41 percent
SWE-Bench ProMax rebuilt coding evaluation around multi-file refactoring across seven languages, and...
#benchmarks#codingagents#softwareengineering#evaluation
0 0
Breach Protocol1d ago • 4 min read
Cursor built its own GitHub
Cursor shipped Origin, a git forge with repository hosting, pull requests and GitHub mirroring built...
#developertools#codingagents#productlaunch#cursor
0 0