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21:26
2026-07-31
github.blog
artificial-intelligence

Upcoming August 2026 model deprecations in GitHub Copilot

GitHub will deprecate six AI models across all GitHub Copilot experiences on September 1st, 2026, including Gemini 3.1 Pro, Claude Opus 4.5, Claude Opus 4.6, Claude Sonnet 4.5, Claude Sonnet 4.6, and Raptor Mini, with su…

20:17
2026-07-31
promptcube3.com
developer-tools

Claude Skills, Benchmarked: How I Use Them Without the Hype

In a head-to-head benchmark, Claude Skills completed a refactoring task in 7 minutes 40 seconds with all 14 tests passing on the first run, while Cursor Rules took 11 minutes 20 seconds with one failure and a raw prompt …

20:12
2026-07-31
frontierroles.com
ai-infrastructure

Principal AI Engineer — Zscaler

Zscaler, a cloud security company, is hiring a Principal AI Engineer for a remote role in the USA with a salary of $186,000–$265,000 per year. The engineer will design and scale the Customer Success AI platform, building…

20:04
2026-07-31
github.blog
ai-products

Gemini 2.5 Pro and Gemini 3 Flash deprecated

GitHub deprecated Gemini 2.5 Pro and Gemini 3 Flash across all GitHub Copilot experiences as of July 31, 2026, with Gemini 3.1 Pro (Preview) and Gemini 3.6 Flash suggested as alternatives. Copilot Enterprise administrato…

18:18
2026-07-31
byteiota.com
artificial-intelligence

The LLM Coding Productivity Ceiling: 2x Is the Honest Number

A developer essay titled '2x, not 10x: coding with LLMs in 2026' topped Hacker News with 349 comments, arguing that realistic productivity gains from AI coding tools are 2x, not 10x, citing Amdahl's Law and a peer-review…

18:15
2026-07-31
siliconangle.com
artificial-intelligence

AI-native software development requires a new engineering model

Amazon Web Services Inc. executives Deepak Singh and Steve Tarcza said on the AppDevANGLE podcast that AI-native software development requires redesigning engineering workflows, not just adopting AI tools, citing interna…

18:11
2026-07-31
github.blog
ai-policy

Enterprise teams model policy targeting in public preview

GitHub has launched a public preview of user-based model policy targeting for GitHub Enterprise customers with Copilot Business or Copilot Enterprise licenses, allowing AI administrators to set a baseline of models for t…

17:22
2026-07-31
dev.to
developer-tools

Resolve Open Questions: a /qa Skill for Claude Code

A developer known as @atwellpub has created a /qa skill for Claude Code that forces the AI agent to resolve open questions before writing any code. The skill enters plan mode, interrogates the agent's last reply or perfo…

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