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The developer workflow I use before touching production
A production change should move through context, reproduction, risk review, rollback planning and verification — even when the code change itself is small.
How to document a system another developer can actually understand
Good documentation explains boundaries, decisions and operational reality. It does not attempt to narrate every line of code.
How to give technical feedback people can actually use
Useful feedback is specific about the outcome, evidence and next action. Vague judgment creates defensiveness without improving the work.
How to price freelance work without guessing
Start with capacity economics, then adjust for scope, risk, urgency and value. A sustainable floor is more useful than copying somebody else’s hourly rate.
AI at work: use it to remove friction, not judgment
Practical AI use at work starts with tasks you can verify quickly: summarising, restructuring, drafting and finding information — not delegating accountability.
How to build a technical career roadmap that is specific enough to use
A career roadmap works when it connects a target role to evidence, projects and a realistic learning sequence — not when it becomes a list of every technology on the internet.
How to hand over a system without handing over confusion
A useful technical handover explains how the system operates, how it is deployed, where it can fail and who owns each external dependency.
A better client project workflow for freelancers and small studios
A clear project workflow reduces unpaid scope, slow feedback and missed expectations before they become relationship problems.
Freelance pricing starts with capacity, not confidence
A baseline rate can be calculated from income targets, costs, realistic billable hours and a buffer for downtime.