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Sequoia Capital, team@irregular
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in the news
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The story so fareach stage dated by its source: the company's releases, the press, registers, filings
Jul 17
On the Hacker News front page The human-in-the-loop is tired · 318 points
Apr 30, 2024
On the Hacker News front page Pydantic Logfire · 146 points
Apr 8, 2023
On the Hacker News front page Pydantic V2 rewritten in Rust is 5-50x faster than Pydantic V1 · 137 points
2018
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News
Hack Monty Round 3 & Round 2 results
Remember that prison break movie where they don't escape? Nope, me neither - it doesn't exist. Escape dramas with no escapes are boring. Hack Monty Round 2 was very boring: no one escaped the sandbox or found any vulnerabilities (although a few people pro
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Snowflake + Pydantic AI: governed agents on your data
This is a guest post written by Priya Joseph, Sr. Data Cloud Architect at Snowflake. Co-authored by Douwe Maan, lead developer of Pydantic AI. Pydantic AI now has a native Snowflake provider, with the addition of SnowflakeModel and SnowflakeProvider. User
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Monty, rebuilt as a Bazel remote build. No fork.
Bazelizing pydantic/monty (a Python interpreter in Rust) without a fork: pinned upstream archive, rules_rust overlay, and a measured remote-cache proof - 121.1s cold, 15.7s fully cached, all 432 executable actions served from cache.
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GitHub - pydantic/httpx2: A next generation HTTP client for Python.
A next generation HTTP client for Python. . Contribute to pydantic/httpx2 development by creating an account on GitHub.
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Treat the Context Window as a Data Assembly Problem - Pydantic-resolve
LLM context assembly is a data assembly problem, not a prompt-engineering problem. pydantic-resolve
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GitHub - Reactance0083/pydantic-ai-multi-llm-cost-optimizer: Flagship free FastAPI starter for LLM routing/cost visibility; $29 Gumroad kit adds deployment, hardening, routing, and verification guides.
Flagship free FastAPI starter for LLM routing/cost visibility; $29 Gumroad kit adds deployment, hardening, routing, and verification guides. - Reactance0083/pydantic-ai-multi-llm-cost-optimizer
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GitHub - Reactance0083/pydantic-ai-email-linear-auto-triage: Preview scaffold only; not commercially verified and not the current flagship.
Preview scaffold only; not commercially verified and not the current flagship. - Reactance0083/pydantic-ai-email-linear-auto-triage
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OpenAI and Anthropic's next lock-in play: Databases of coding intent
Samuel Colvin, CEO of Pydantic, sees the top AI frontier labs creating databases of coding intent.
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Evals or You're Blind - Pydantic AI Pydantic Evals crabbox
A runnable demo: realistic Pydantic Evals grading a Pydantic AI agent, executed on disposable boxes via crabbox. Built around the 7 anti-lessons from PyCon DE.
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PostgreSQL Triggers vs Async Audit Logs: A Pydantic Logfire Migration
Pydantic Logfire moved audit logging from PostgreSQL triggers to an async Redis queue after a migration incident. Here
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Sequoia Capital
team@irregular 




