LeanBytes

Where Agents Belong in Your Engineering Organization

Tim Gifford

Tim Gifford

Most engineering teams rolled out a coding assistant in the last year, but most aren’t seeing the gains they expected. The tools are speeding up typing inside workflows that haven’t changed — and the work itself hasn’t been sorted into what agents should actually own.

In our next Lean BYTES, Tim Gifford, Chief Innovation Officer at Lean TECHniques, will walk through the Human Judgement Map — a 2×2 framework he’s been using with engineering leaders to sort work by risk and judgement. You’ll see which kinds of work agents should fully own, where they need guardrails, where they belong as a second opinion, and where they don’t belong at all. He’ll share a few moves you can try this week to start delegating throughput without giving up the judgement calls that matter.

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What the heck is Lean BYTES?

Lean BYTES is a short, 16-minute (get it? two bytes equal 16 bits... #nerdjokes), presentation designed to provide you with the tools you need to take your teams to the next level in an easily consumable, shareable format.

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LeanBytes

October 6, 2026 - 11:45am — 12:01pm CT

Software Factories: What They Are and When You’re Ready for One
Patrick Robinson

Patrick Robinson

In this Lean BYTES, Patrick Robinson will talk through what software factories are, where they sit in your agentic engineering maturity and how to get there.