Are AI labs pelicanmaxxing?
22nd July 2026 – Link Blog Are AI labs pelicanmaxxing? (via) Excellent piece of work by Dylan Castillo, who took a deep-dive into the frequently pondered question of whether the…
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Agentic AI Needs Guardrails, Not Guesswork
What does it take to secure AI agents without slowing developers down? A recent panel explored the answer I recently joined Zach Lloyd, founder and CEO of Warp; Gavriel Cohen,…
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writing-mode | CSS-Tricks
The writing-mode CSS property sets whether lines of text are laid out horizontally or vertically, and the direction in which blocks and lines progress. .element { writing-mode: vertical-rl; } This…
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Stateful vs. Stateless Agent Design: Tradeoffs for Scalable Agentic Systems
In this article, you will learn how an agent’s approach to managing state — stateless or stateful — shapes both its implementation and the deployment architecture built around it. Topics…
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Pushing software engineering limits with “napkin math”
Hi, this is Gergely with the monthly, free issue of the Pragmatic Engineer Newsletter. In every issue, I cover Big Tech and startups through the lens of senior engineers and…
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Terraform introduces workspaces and Stacks restore, and more
Over the past quarter, the HashiCorp Terraform engineering team has introduced new capabilities that make infrastructure management more resilient, scalable, and easier to operate. These updates help platform teams reduce…
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Deserialization Sinks In RSCs — Smashing Magazine
While React Server Components rely on the custom Flight protocol to stream interactive UIs, this same mechanism introduces powerful deserialization sinks that attackers can exploit. Durgesh Pawar breaks down the…
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Tabular LLMs: An Introduction to the Foundation Models That Predict Your Spreadsheet
model predicts the missing column of any table, zero-shot, the way a language model completes text. On the main community benchmark, every single-model entry above the best tuned gradient-boosted tree…
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The Labor Market Is Tilting Toward Seniority
Senior-level job postings have been rising over the past few months, while entry-level job postings have largely been trending downwards since 2022. Key points: As of May 2026, senior-level job…
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I let React Compiler handle memoization: Here’s what actually broke
In October 2025, the React compiler v1.0 was released as a stable version with the promise that we would no longer need to litter our codebases with useMemo, or useCallback….
