BizStack Blog

Augment Code VP Vinay Perneti explains why pre-indexed semantic retrieval outperforms grep-based context in private codebases, with a 33% token efficiency edge on Terminal-Bench.

Alibaba previewed Qwen 3.8 Max on July 20, claiming second place behind Fable 5 on internal benchmarks, days after banning Claude Code for employees. BABA shares climbed 5.4%.

Torvalds weighed in on Sashiko, an AI patch review system for the Linux kernel, arguing AI tools are fine as long as they help maintainers, not bury them.

AI coding tools like Claude and ChatGPT doubled App Store submissions in early 2026. Here is how Apple is responding and what it means for indie builders.

IBM's 2026 ACAM benchmark of 126 Australian CMOs found frontier models burning through budgets on simple tasks. CFOs are starting to push back.

OpenAI's latest data shows non-developers make up 20% of Codex's 5 million weekly users and are growing three times faster than engineers. One founder says he saw this coming in 2023.

The Stepstone Group now runs roughly 700 staff-built automations that handle 3 million job-related data points a month. Here is what controlled vibe coding looks like at scale.

Loop engineering emerged in June 2026 as the practice of building automated systems that run AI coding agents hands-off. PostHog used it to find a 3-year-old bug and deliver an 11% performance gain.

Hamza Boulahia's plain language git guide targets developers who review AI-generated code more than they write it. Published on Towards AI.

Pillar researchers spent two months finding sandbox escape paths in four AI coding agents. Three platforms patched. One downgraded the severity.