@rywalker

CEO @Tembo • prev founder @Astronomerio

rywalker.com
Joined May 2008
  • Tweets8.5K
  • Following1.9K
  • Followers12.1K
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ry retweeted
ry
@rywalker7h
In 2027 many engineers won't be in an IDE or even a coding agent (directly). They'll run an org of agents, and operate more as a manager. Here's the starter org tree I'd set up...
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Replying to @rywalker
the tembo team is cooking!
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@rywalkerOct 23
Anyone working on a product like Grok Bot?
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In 2027 many engineers won't be in an IDE or even a coding agent (directly). They'll run an org of agents, and operate more as a manager. Here's the starter org tree I'd set up...
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more replies
Two roles most people skip: 3) A Feedback agent that watches user feedback, social mentions, and support, and it sends proposals with the evidence attached 4) An Agent Mechanic that reads every agent's transcripts weekly and suggests new skills and cuts routines that cost too much.
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The rules: one job per agent. Manager agents don't code. Every task is checkable. Do it by hand, save it as a skill, promote it to a routine. Widen trust gradually. Full post: rywalker.com/use-agents-as-e…

How to Use Agents as an Engineer

In 2027 an engineer runs an org of agents sized to the job: a playbook, example configurations, and agent templates.

rywalker.com
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Tembo
@tembo8h
New in Tembo ✨ • Stacked pull requests in Tembo Review • Export any cloud session transcript as Markdown or JSON • Find any session with search qualifiers • The web + desktop app is now up to 2x faster Read the full changelog ↓ tembo.io/changelog#oct-23-20…

Tembo - Run any coding agent in the cloud

Give every change its own computer. Follow agent work, review the result, and see what gets merged with Tembo Insights.

tembo.io
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ry retweeted
darren
@darrenjr11h
btw this is by far the best coding agent integration for jira right now and its not even close
Tembo
@tembo12h
Tembo now replies as Tembo in Jira. Connect an Atlassian service account, and comments and updates come from Tembo's own user, not whoever installed the integration. Setup → docs.tembo.io/integrations/j…
A Jira ticket where a teammate asks @Tembo to pick it up, and Tembo replies from its own account that it opened a pull request.

ALT A Jira ticket where a teammate asks @Tembo to pick it up, and Tembo replies from its own account that it opened a pull request.

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Anyone working on a product like Grok Bot?
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ok this went sorta viral didn't know Grok Bot was so popular
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You spoke, we listened You don't need a grok bot interface for your cloud coding agent, you just want it to talk to Jira the right way :)
Tembo
@tembo12h
Tembo now replies as Tembo in Jira. Connect an Atlassian service account, and comments and updates come from Tembo's own user, not whoever installed the integration. Setup → docs.tembo.io/integrations/j…
A Jira ticket where a teammate asks @Tembo to pick it up, and Tembo replies from its own account that it opened a pull request.

ALT A Jira ticket where a teammate asks @Tembo to pick it up, and Tembo replies from its own account that it opened a pull request.

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ry
@rywalkerOct 22
defensive ai is going to be big in 2027 needs to be big now wrote these last Dec: rywalker.com/agentic-defense… and rywalker.com/let-agents-figh… tldr; start spending as many tokens on defense as you do on offense (where offense = code gen)

Agentic Defense: The Missing Half of the Equation

For every unit of AI firepower aimed at building, deploy equal or greater firepower at securing, debugging, and testing. Here is what that looks like.

rywalker.com
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defensive ai is going to be big in 2027 needs to be big now wrote these last Dec: rywalker.com/agentic-defense… and rywalker.com/let-agents-figh… tldr; start spending as many tokens on defense as you do on offense (where offense = code gen)

Agentic Defense: The Missing Half of the Equation

For every unit of AI firepower aimed at building, deploy equal or greater firepower at securing, debugging, and testing. Here is what that looks like.

rywalker.com
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the manipulation couldn’t withstand reality $TSLA up 6.2% $GM down 8.1% Mr. Market is 😎
ry
@rywalkerOct 16
$GM up 1% $TSLA down 1.6% Mr. Market is 🤡
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(since the roadster demo event)
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Cloud & Async Agents ▫️ Codegen @codegen ▫️ Cognition @cognition ▫️ Cosine @CosineAI ▫️ Factory @FactoryAI ▫️ Jules @GoogleLabs ▫️ OpenHands @allhands_ai ▫️ Tembo @tembo
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$GM up 1% $TSLA down 1.6% Mr. Market is 🤡
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0-60mph in 30ft @Tesla
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yeah... we're interested @Tesla
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