#Deep Dive

Long-form technical articles that go below the surface — internals, design decisions, threat models, and the engineering behind headlines.

7 articles

Vibe CodingMay 13, 2026 · 15 min read
bkit Sprint Orchestration: Multi-Feature LLM Workflows for Claude Code
bkit v2.1.13 adds Sprint Management on top of PDCA. One sprint wraps many feature loops, with eight phases, fourteen quality gates, and four auto-pause triggers that stop runaway AI sessions.
#bkit#claude-code+2 more
Vibe CodingMay 2, 2026 · 13 min read
Make AI Recommend Your App: An AEO Playbook for Vibe Coders
Get Claude, ChatGPT, Gemini, and Perplexity to cite your app. Real retrieval pathways, JSON-LD that works, GEO numbers, and the MCP registry.
#tutorial#workflow+2 more
Vibe CodingApr 29, 2026 · 18 min read
9 days to ship bkamp.ai with Claude Code — and what became bkit
One founder plus Claude Code shipped 11 microservices to production in 9 days. The playbook is now bkit, a CC plugin. A case study and method.
#bkit#claude-code+2 more
PhilosophyApr 28, 2026 · 12 min read
AX is not AI tool adoption — it is organizational redesign
The 5% capturing AI value at scale redesigned roles, workflows, governance, data, and KPIs before picking a model. The 95% in pilot purgatory did not.
#workflow#harness-engineering+2 more
Vibe CodingApr 28, 2026 · 10 min read
MCP RCE: when an agent's tools become your attack surface
Every MCP server you install is a local process with access to your filesystem, network, and env. The threat model — and how to scope it before it costs you.
#claude-code#security+2 more
Vibe CodingApr 28, 2026 · 9 min read
Spec-driven coding with Claude Code: write the spec, ship the diff
Vibe-coding peaks when the spec is written first. The minimum viable spec, why Claude Code rewards it more than other agents, and where it stops paying off.
#workflow#harness-engineering+2 more
EngineeringApr 27, 2026 · 12 min read
The 12-word recovery key: how a local vault survives a forgotten password
How a 12-word BIP-39 mnemonic lets a local-first secret vault survive a forgotten master password — without a cloud account or email reset.
#cryptography#deep-dive+2 more