chris sterry

In permanent beta: always learning, growing, evolving. Building @HelixML

[chris sterry @sterrbear]

@bygodgiven This multiplies at team level. When 10 people ship AI-generated code, you get a codebase nobody fully understands. Debugging becomes archaeology.

The productivity gains are real. The collective comprehension debt is what we're still figuring out.

[chris sterry @sterrbear]

Deleted 43,000 lines of code last month. Not refactored. Deleted.

Our GPU scheduler. 486 commits, years of work. But customers stopped needing the complexity.

Took that out, adding Trainium support became 163 lines.

Code is a liability. The behavior is the asset.

[chris sterry @sterrbear]

@runtools_ai @sairahul1 The "human approval when it matters" part is tricky to get right. Too much and you kill the productivity gains. Too little and you're debugging something an agent did three tool calls ago with no record of why.

[chris sterry @sterrbear]

@v_shakthi The runtime monitoring piece is where most teams get stuck. You can grant minimum permissions all day, but if you've got 50 devs running coding agents and something breaks at 2am, how do you even figure out which agent did what? Most orgs don't have that visibility yet.

[chris sterry @sterrbear]

@NicholasPuru The walking away part is what gets interesting at scale. One dev looping is cool, but 50 devs all running Claude Code loops overnight and something breaks in prod... who shipped what? That's the gap nobody's solving yet.

[chris sterry @sterrbear]

Everyone's talking about AI coding assistants making devs 10x faster. Nobody's talking about what happens when you have 50 devs all using Claude Code and something breaks in prod at 2am. Who shipped what?

[Luke Marsden @lmarsden]

Testing & CI for GenAI https://t.co/AGX4Ue9W4n

[chris sterry @sterrbear]

@ORBottleDrop where is the zone 4 clue for today?

[chris sterry @sterrbear]

@iPullRank awesome thanks!

[chris sterry @sterrbear]

@Doritos I’m concerned it’s procreating. Just found another.

[chris sterry @sterrbear]

@Doritos is this some creepy Charlie and the chocolate factory kinda game?

[chris sterry @sterrbear]

@UPS you delivered someone else’s package to me at my front porch. I tried to call but there is no option only 20 min of phone tree to get nowhere. I guess that’s not a problem you are trying to solve

[Aufero Inc @AuferoInc]

Product Managers: "I want to be confident with no concern about technical failures during and after every software release to users so that our customer's positive experience is only upgraded and not interrupted."

[chris sterry @sterrbear]

@DutchBros while getting coffee yesterday my son asked “why is the logo a wizard bunny?” Now I can’t unsee it!

[Luke Marsden @lmarsden]

Sad to announce that @getdotscience is shutting down.

https://t.co/HKmixIpdcs

The blog post lists the best team I've ever worked with, you should hire them.

Please share. Thank you ❤️

[The Cheapskate has left the building @MyDealSecrets]

NEW GIVEAWAY! I've got a HUGE box of misc. tech stuff I'm going to send one lucky winner. To enter, just like and retweet this and follow @cheapskateblog. Winner selected May 6. Can ship only within U.S., sorry. This is a Broida giveaway, nothing to do with CNET.

[chris sterry @sterrbear]

.@getdotscience announces an integration with @gitlab for #MLOps via @sterrbear https://t.co/E0pXg7uOM7

[chris sterry @sterrbear]

@lmarsden

[chris sterry @sterrbear]

@dees_els @dees_els I run an MLOps Platform not sure if I have the background material you are looking for, but happy to help if I can. Let me know what you need. DM if easier #MLOPS