Laís Carvalho
@lais_bsc
DevRel & Growth Marketing @Pydantic | markdown dev | PSF & Europython Fellow | PSF Community Service Award 2024
658 Following 860 Followers
Very excited to share some of the engineering we've done in our AIOps Platform offering to reduce customer token costs by over 30% for long-running SRE & IT operations tasks with @pydantic's open source Python sandbox, Monty. Thanks to the Pydantic team & @samuelcolvin for making such a great open source Python sandbox for agents. Results:
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Remember how crazy all the Vector DB companies were in 2023? No one gives a shit now.
When did people stop manually labelling data for evals datasets? Is all handed off to agents now?
According to @Glitch253 and @devstein64, yes.
"Stop Building for Today’s AI Models" says @DouweM.
A short on our conversation last week about AI agents with @pydantic and @dosu_ai.
Don't let LLMs bullshit your users, use @pydantic AI's Citations capability.
we improved cache reads for any @pydantic ai agent, with no code changes needed!
measured on haiku 5.5:
resuming a run from a StepStore: 67% → 98%
right after Code Mode's dynamic catalog finds a tool: 15% → 97%
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The newest PSF Board is excited to continue monthly PSF Board Office Hours into 2027! We welcome you to join these sessions to share with us how we can help your community, express your perspectives, and provide feedback for the PSF 🐍📣 #Python#
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Time to say goodbye, python 3.10.
(kindly stolen from @pyblogsal's bluesky)
I'm looking for @pydantic logfire users to chat to me about their experience.
I'll send you a 50USD Amazon gift card as a token of appreciation for your time.
If that's you, DM me with your Logfire email and let's chat.
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When your engineering team has a brain crush...
Found this on company's internal Slack @mitsuhiko
me: Gemini, make me a design.
Gemini: of course!
The result:
Another day with Opus 🙄
Praying for wisdom because if I'm given strength no hardware will survive.
Whomever said LLMs have no EQ, you're wrong.
This is a better reply than any [male] human has ever given me.
If you're a voting member of @ThePSF, remever to cast your vote. And if you think I'm worthy, do what @marlene_zw says and vote for me.
Voting for the PSF board of directors closes tomorrow, and I am late to this but please vote.
I'm particularly excited to see @lais_bsc running who has been such a light in the community❤️ Lais has helped lead EuroPython, PyCon Greece and PyLadies! Please vote for her!
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Now, you can use gh aw to let your custom @pydantic
AI agent maintain your repo.
Have you tried the GitHub agentic workflows engine?
let your own custom pydantic ai agents maintain your repo using our new github agentic workflows engine!
AWS Lambda durable functions now integrates with @pydantic AI harness
The @youdotcom Answer API verifies every citation exists in the source text before it returns—93.48% on SimpleQA, p50 2.67s. 🔍
@youdotcom is now available as capabilities in the @Pydantic AI harness. See how we wired into a Pydantic AI M&A deal desk: three agents, three research surfaces, one auditable trace.
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Interesting comparison on LLM observability tools.
I haven't heard of Retrace or Prefactor but my heart is full to see Logfire in #2#.
That's my fully unbiased opinion for today.
26 LLM observability tools, measured and ranked.
Field median 77. Best 98. Floor 54.
Top three right now: Retrace, Pydantic Logfire, Prefactor.
Nobody paid to be on the list and the order is never edited.
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This gives me @marlene_zw vibes on "How to become a billionaire" in the age of AI.
