Build fast local checks, explicit CI contracts, and clear escalation paths so AI coding agents can make small changes with evidence instead of optimistic guesses.
A Safe Developer Feedback Loop for AI Agents
Posted on in Programming
AI-enabled developer productivity, build systems, and engineering leadership
Posted on in Programming
Build fast local checks, explicit CI contracts, and clear escalation paths so AI coding agents can make small changes with evidence instead of optimistic guesses.
Posted on in Technology Management / Leadership
Measure AI-assisted engineering through flow, quality, learning, and customer outcomes instead of surveillance metrics that encourage activity without improving delivery.
Posted on in Programming
Give AI-assisted changes a compact handoff contract that preserves evidence, makes the review boundary clear, and leaves consequential decisions with an accountable human.
Posted on in Programming
Investigate a production issue or unfamiliar repository from the terminal without losing the commands, observations, and uncertainty a teammate needs to reproduce your reasoning.
Posted on in Programming
Turn an AI coding agent's reconnaissance into a reviewable engineering plan by separating evidence from inference, naming decisions and risks, and defining validation before implementation begins.
Posted on in Software
Choose between Ghostty and iTerm2 by comparing the terminal responsibilities, compatibility needs, and migration cost that shape your daily development workflow.
Posted on in Programming
Separate terminal rendering, durable sessions, and remote access so a context switch, disconnect, or laptop change does not turn active engineering work into a scavenger hunt.
Posted on in Software
Configure Ghostty on macOS with a small, documented setup that improves readability and key workflows without turning a terminal emulator into a fragile personal platform.
Posted on in Software
Move from iTerm2 to Ghostty without losing a productive Mac development workflow by preserving shell habits, validating terminal compatibility, and changing only the parts that improve daily work.
Posted on in Networking
Place home Wi-Fi access points from a simple coverage map and real measurements, so work areas get reliable service without treating signal bars as a design plan.
Posted on in Networking
Choose a home-network Ethernet switch by sizing ports, power, uplinks, and management features for the devices you actually own instead of importing data-center hardware into a closet.
Posted on in Networking
Get useful 6 GHz Wi-Fi capacity at home by matching compatible clients to well-placed access points, retaining 5 GHz coverage, and measuring the rooms where the network actually matters.
Posted on in Networking
Measure home-network latency with a small, repeatable baseline that separates idle delay, loaded delay, packet loss, and local Wi-Fi problems before and after a network change.
Posted on in Networking
Upgrade a home network in the order that improves real reliability: measure the problem, fix coverage, add a wired path, then choose router features that solve a remaining constraint.
Posted on in Networking
Decide whether a Wi-Fi 7 mesh will improve a real home network by separating client-side Multi-Link Operation benefits from the enduring value of placement and wired backhaul.