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.
Stop Asking Coding Agents for Code: Spec the Change Instead
Coding agents are fast. Ambiguous prompts are expensive. Spec the change with Task, Context, Scope, and Acceptance so review stays engineering, not archaeology.
When Copilot Can Approve the PR, Keep a Human in the Merge Seat
GitHub Copilot can now approve PRs in public preview. Assessment is not approval. Keep a human in the merge seat on risky paths.