Developer Tools
7 posts on this topic — practical guidance from Shawn Livermore on fractional CTO, AI, and technology leadership.
Atlassian Embedded GPT-6 Into Jira. Your Default Enterprise AI Stack Was Just Set for You.
Atlassian and OpenAI expanded their partnership on October 6, bringing GPT-6 models into Jira, Confluence, and Bitbucket through 220+ MCP tools. For most engineering organizations, that choice was made at the platform level, not the team level.
Read post →Vibe Coding Starter Templates: What Your First Choice Costs You
The starter template you choose when vibe coding doesn't just set up your file structure — it determines the architectural assumptions that every AI-generated file will inherit and extend. Most teams pick it in ten minutes and live with the consequences for two years.
Read post →What Vibe-Coded Software Needs Before It Ships to Production
There is a gap between 'the demo worked' and 'this is production-ready.' For vibe-coded software, that gap is often larger than the team realizes — and the specific things missing are predictable.
Read post →The Context File Your AI Coding Tool Needs Before the First Prompt
Starter templates set the structure of your codebase. Context files tell AI tools how to behave within it. The second matters as much as the first — and most teams skip it.
Read post →Your AI Coding Setup Is Only as Good as What You Start With
Code footprints and starter templates determine what AI-assisted development actually produces. Here is what they are, why they matter more as AI takes on more of the coding, and how to build a library worth using.
Read post →Developer AI Fluency vs Developer AI Tool Usage. Why They Are Not the Same
92% of US developers use AI tools daily. Only 29% trust the output. The gap is fluency, not adoption: the discipline separating who ships from who pastes.
Read post →SpaceX Buys Cursor for $60 Billion. Your Developer Toolchain Just Changed.
SpaceX acquired Anysphere, maker of Cursor, for $60 billion on June 16, 2026, the largest VC startup buyout on record. Cursor sits in two-thirds of the Fortune 500.
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