
A new repository-level dataset, published on GitHub under CC0-1.0, helps researchers and developers discover multilingual developer content across READMEs, issues, and pull requests.

Our Sidekick team used LLM judges to automatically curate training data and teach domain-specific models how to refuse impossible queries.
SEShopify Engineering·June 15, 2026AI & ML 
Cloudflare Security Insights system now processes over 120 scans per second, providing frequent insights for all customers. By optimizing Kafka consumers, Postgres queries, and our API, we scaled our throughput 10x without adding hardware.

One of those nuances to keep in your back pocket when writing for screen readers.

Better orchestration, fewer handoffs, faster progress, without a single new knob.
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Pingping Lin, Yu Hu·June 12, 2026AI & ML 
We have officially moved past the era of humanoid robots as mere public relations stunts. As they become increasingly lifelike, society may soon face profound social, psychological, and ethical challenges. What happens when the boundary between humans and machines becomes almost impossible to distinguish?

Using an agentic AI system to surface threat models during code review and spot gaps between security requirements and implementation.
MBMark Breitenbach·June 11, 2026Security 
We rearchitected the layers panel with new computation and caching strategies, resulting in 30–50% faster interactions in some of the largest, most complex files.

In May, we experienced nine incidents that resulted in degraded performance across GitHub services.

Alerts are more trustworthy and actionable when noise is reduced. See how we improved the verification step with context-aware LLM reasoning.
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Mariko Wakabayashi·June 11, 2026AI & ML 
Abstract Agent-driven end-to-end (E2E) tests add a new exploratory layer to testing, but should they replace traditional deterministic tests? We ran more than 200 agentic E2E workflows using the Playwright MCP, Playwright CLI, and agent-generated Playwright tests in test workspaces using non-production data to find out how agentic testing could fit into both our and…

Our data shows that agents are capable of independently writing code and integrating with APIs like Stripe’s. Yet, many steps adjacent to writing code are still too hard for agents to do on their own. We’re expanding Stripe Projects to solve this.


Lead Product Designer at Dropbox Sara Clayton used Figma Weave to add dimension to an Ideal Customer Profile in under two minutes. Steal her template to make your users feel real.

Install and configure LSP servers for GitHub Copilot CLI, replacing brute-force grep/decompile with real code intelligence.
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Bruno Borges·June 10, 2026AI & ML 
Quick lets anyone at Shopify ship a site in seconds. It has changed the culture of how we build and share.
SEShopify Engineering·June 10, 2026AI & ML 
Findings from an exploratory user research study highlighting the unique insights and practical UX recommendations shared by participants with cognitive disabilities.

At Spotify, data problems used to follow a specific pattern. You'd look for the relevant dashboard, there...

In our post about Project Glasswing, we made the argument that the architecture around a vulnerability matters more than the speed of the patch. Here we walk through what that architecture looks like, the threats it defends against, and how we run it ourselves as Cloudflare's customer zero.
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Rohit Chenna Reddy, Chase Catelli·June 9, 2026Performance 
This blog explores the experience of PGConf Dev 2026, in depth, you can know more about the experience from the blog.

Custom agents let GitHub Copilot CLI understand your stack and team workflows, turning one-off terminal prompts into repeatable, reviewable processes.
JC
Jacklyn Carroll·June 9, 2026AI & ML 
