Hey everyone, Here is a workplace example I keep hearing in leadership standups. Someone forwards a doom headline about artificial…
AI Opens Pull Requests Faster. Your Team Still Merges at Human Speed.
Hey everyone, picture a Tuesday standup on a mid-size product team. Three engineers say their AI assistants helped them clear…
Use AI to Learn the System, Not to Skip Learning It
Hey everyone, The useful argument for working professionals and newer engineers right now is not which assistant you opened. The…
Stop Prompting Features. Spec the Non-Negotiables First.
Hey everyone, Last week a mid-level engineer on a billing team handed me a pull request that looked like a…
How Working Professionals Can Use AI to Improve Daily Life (Without Losing Control)
Use AI for morning briefs, email triage, calendar energy, and household admin — with privacy and approval guardrails so you keep control.
AI Speeds Up Typing. It Does Not Retire the SDLC.
AI coding tools cut the typing tax. Requirements, design, testing, deployment, and maintenance still decide whether the result holds up. Pseudocode still helps.
When Every Ticket Ships a Branch, Nobody Ships a Cleanup
Agents reward minimal mergeable diffs. Architecture by accumulation follows. Make cleanup an explicit ticket, not ambient virtue.
The Verification Tax: Why Faster AI Coding Still Needs Your Engineering Judgment
Coding agents made generation cheap. Review, trust, and architecture judgment still cost human attention. That leftover bill is the verification tax.
Stop Chasing the Best AI Coding Agent
AI coding agent leaderboards flip fast. Standards, review capacity, and diff discipline are the strategy that still ships.
Your AI Agent Harness Is Production Config
Prompts, rules files, MCP allowlists, and agent memory change behavior like feature flags. Treat the harness as production config: version it, PR it, own it, roll it back.