#Workflow

Process discipline in AI-augmented development: PDCA cycles, spec-first design, gap analysis, and patterns that keep agent outputs reproducible.

8 articles

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 30, 2026 · 10 min read
60% of vibe-coded apps leak API keys. Here's the missing step.
A Q1 2026 audit found 60%+ of vibe-coded apps ship API keys to public repos. Discipline isn't the fix — workflow is. The 60-second swap that ends it.
#tene#security+2 more
PhilosophyApr 29, 2026 · 14 min read
Vibe coding with context engineering: 1 person, 9 sprints, 1 day
3,514 messages, 28 days, 9 sprints shipped in a single session — the 4-layer context stack a solo founder uses so AI does the execution and the human still owns the call.
#bkit#founder-story+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 · 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
PhilosophyApr 24, 2026 · 13 min read
AI agents, human responsibility, and the harness in between
Chatbots got good. Agents did not — not because the models aren't smart, but because the system around them isn't. Roles, responsibility, and why PDCA + L0–L4 control beats another model upgrade.
#bkit#workflow+2 more
Vibe CodingApr 23, 2026 · 7 min read
bkit + harness engineering: workflow beats model choice
Why the workflow around Claude Code matters more than picking a bigger model. Harness engineering, bkit's PDCA, and L0–L4 trust-graduated automation.
#bkit#harness-engineering+1 more
Vibe CodingApr 23, 2026 · 11 min read
bkit: PDCA methodology for Claude Code
bkit encodes PDCA methodology into Claude Code: Skills, Agents, Hooks, MCP, and a state machine with quality gates from plan to report.
#bkit#workflow+2 more