Editorial content to understand Claude Code.
Security, architecture, DevSecOps, prompting. Long-form guides written by experts, sortable and filterable.
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Understanding Claude Code internals through leaks
What leaked system prompts reveal about Claude Code's internal architecture, and what we can transfer to write sharper CLAUDE.md files and skills.
- Guide
- Tooling
- Reference
- Tooling
LLM Benchmarks: Reference Tables by Category
Terminal-Bench, SWE-bench, GPQA Diamond, Arena: scores for major LLMs organized by category, each with its source,…
- Comparison
- Tooling
Opus 5, GPT-5.6, Kimi K3: three launches, three rankings that contradict each other
Claude Opus 5 (July 24, 2026), GPT-5.6 (July 9) and Kimi K3 (July 27) shipped weeks apart. Pricing, benchmarks, and…
- Guide
- Tooling
Kimi K3: the first open model in the 3T class, and what actually changes
Moonshot AI released Kimi K3 in late July 2026: 2.78 trillion parameters, a license with commercial thresholds, and…
- Reference
- Architecture
What Kimi K3's tech report teaches about building a frontier model in 2026
KDA, NoPE, Stable LatentMoE, Per-Head Muon: a deep dive into Kimi K3's architecture choices, the first open-weight…
- Guide
- Tooling
How to Read an LLM Benchmark Without Getting Fooled: The Survival Guide
SWE-bench, BrowseComp, WebDev Arena: every model announcement comes with its share of impressive scores. Nine real…
Most read in the last 30 days
Matomo stats, refreshed on 2026-05-27
- Use case
- Security
Leaked Anthropic API key? Step-by-step recovery (2026)
Your Anthropic API key sk-ant was leaked in a commit, screenshot, or log? Revoke it now, rotate it, audit the damage.…
- Comparison
- Tooling
Claude Design vs Figma: who wins the AI design race in 2026?
Claude Design (Anthropic Labs, April 2026) takes on Figma AI directly. Honest comparison: conversation vs canvas,…
- Tutorial
- Security
Claude Code Security: 8 best practices + copy-paste checklist
Least privilege, MCP vetting, sandboxed config profiles, secrets scanning: 8 best practices with a ready-to-use…
- Reference
- Tooling
The real costs of Claude Code
Transparent analysis of Claude Code costs: subscriptions, API pricing, hidden costs, and tips to optimize your…
- Guide
- Productivity
Prompting guide
Complete guide to prompting with Claude Code: learn to write effective prompts, master communication techniques, and…
- Guide
- DevSecOps
CI/CD and cybersecurity in 2026: why it's now non-negotiable with AI agents
With the explosion of AI-generated code, a robust CI/CD is no longer a bonus: it's the defense line. Practical guide…
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