reliability

July 24, 2026agents harness durable local reliability process

Keep Agent Work Alive When the Chat Dies

Long AI jobs shouldn’t vanish when a laptop sleeps or a tab crashes. Store progress on disk and wake the next step from files—so restarts resume, risk drops, and you aren’t renting a cloud workflow just for durability.

June 27, 2026agents harness process skills loop reliability

Keep Working Until the Outcome Is Met—Not Until the Chat Ends

Why one-shot AI prompts stop too early, and how a simple loop—clear goal, reusable playbooks, and hard stop rules—cuts wasted spend and unfinished work.