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Why Doesn’t Anyone Teach Developers About Context Management?

Why Doesn’t Anyone Teach Developers About Context Management?

This is the sixth article in a series on agentic engineering and AI-driven development. Read part one here, part two here, part three here, part four here, and part five here. I think context management is one of the most important skills in AI-driven development, and it’s weird that compared to other AI-related topics, almost nobody talks about it. We […]

O'Reilly Radar — AI/ML
Community Corner: Global Accessibility Awareness Day with Joe Devon

Community Corner: Global Accessibility Awareness Day with Joe Devon

In this episode, Scott talks Global Accessibility Awareness Day with Joe Devon the creator of the day. Links: Our Discord – https://discord.gg/aMTxunVx Buy our shirts – https://store.phparch.com/products/community-corner-podcast-t-shirt Joe’s Links: LinkedIn – https://www.linkedin.com/in/joedevon/ Global Accessibility Awareness Day – https://accessibility.day/ Accessibility and Gen AI Podcast – https://podcasts.apple.com/us/podcast/accessibility-and-gen-ai-podcast/id1759047581 Scott’s Links:…

PHP Architect
datasette-ip-rate-limit 0.1a0

datasette-ip-rate-limit 0.1a0

Release: datasette-ip-rate-limit 0.1a0 The datasette.io site was being hammered by poorly-behaved crawlers, so I had Codex (GPT-5.5 xhigh) build a configurable rate limiting plugin to block IPs that were hammering specific areas of the site too quickly. Here's the production configuration I'm using on that site for the new plugin: datasette-ip-rate-limit: header: Fly-Client-IP max_keys: 10000 exempt_paths: - "/static/*" - "/-/turnstile*" rules: - name: demo-databases paths: -…

Simon Willison's Weblog
TeamPCP and BreachForums Launch $1,000 Contest for Supply Chain Attacks

TeamPCP and BreachForums Launch $1,000 Contest for Supply Chain Attacks

After months of targeting security tools, CI/CD workflows, and open source packages, TeamPCP is now promoting Shai-Hulud as required tooling for a competition that rewards the biggest compromise with a tiny crypto payout. According to Dark Web Informer, the competition was announced on BreachForums by an account identified as the forum’s owner, in collaboration with TeamPCP. Participants are being offered $1,000 USD in Monero to compromise open source packages with Shai-Hulud, along with the…

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Welcome to the Datasette blog

Welcome to the Datasette blog

Welcome to the Datasette blog We have a bunch of neat Datasette announcements in the pipeline so we decided it was time the project grew an official blog. I built this using OpenAI Codex desktop, which turns out to have the Markdown session transcript export feature I've always wanted. Here's the session that built the blog. See also issue 179. Tags: ai, datasette, generative-ai, llms, ai-assisted-programming, codex

Simon Willison's Weblog
Internal vs. External Storage? What's the Limit of External Tables

Internal vs. External Storage? What's the Limit of External Tables

When I started my career as a data warehouse engineer and business intelligence engineer in 2003, external tables with materialized views were the standard. We used external tables to integrate CSV files and other data not already in Oracle databases. Oracle External Tables have existed since 2001, and that’s where I first used them. If the Lindy Effect continues to hold, we’ll use external tables even longer. But why have they survived for so long?

SSP Data Engineering Blog
Packagist Urges Immediate Composer Update After GitHub Actions Token Leak

Packagist Urges Immediate Composer Update After GitHub Actions Token Leak

Packagist is urgently warning PHP projects to update Composer after a GitHub token format change caused some GitHub Actions tokens to be exposed in CI logs. Composer 2.9.8, 2.2.28 LTS, and 1.10.28 fix a vulnerability where Composer could print the full contents of GitHub Actions-issued GITHUB_TOKEN values or GitHub App installation tokens to stderr when the token failed Composer’s validation check. The issue was triggered by GitHub’s rollout of a new token format that includes a hyphen, which…

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