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15:59
2026-05-27
dev.to
artificial-intelligence

AI Writes Code Faster. Why Hasn’t Delivery?

AI code generation has dramatically accelerated the coding step, but software delivery speeds remain bottlenecked by review, testing, CI/CD, and release processes that haven't kept pace. According to an engineer at Ocean…

07:21
2026-07-21
claude.com
ai-tools

Did Claude Code became faster after Bun switch

Anthropic's Claude Code, an AI coding assistant, has been rewritten in Bun, a JavaScript runtime, resulting in significant performance improvements including faster startup times and reduced latency for code analysis and…

10:01
2026-07-16
dev.to
artificial-intelligence

My Checklist for Reviewing AI-Generated Code

A developer warns that reviewing AI-generated code requires a separate checklist because AI code is uniformly fluent and confidently wrong, unlike human code where defects cluster around awkward sections. The developer's…

16:40
2026-06-12
blog.skypilot.co
ai-infrastructure

SkyPilot Sandboxes: Run Agent Code on Your Own Kubernetes, at Scale

SkyPilot released Sandboxes, a bring-your-own-cloud code execution layer that runs untrusted agent code on a user's existing Kubernetes infrastructure instead of a hosted third-party vendor. The tool allows teams to laun…

09:00
2026-06-18
infoworld.com
artificial-intelligence

Why AI coding debt is different

AI-generated code is creating a new form of technical debt called cognitive debt, where developers lose understanding of how and why code was written, according to a former hardware engineer. Google and Meta report high …

19:30
2026-06-04
htmx.org
artificial-intelligence

Code Is Cheap(er)

AI-generated code has become significantly cheaper and faster to produce, reducing the importance of raw coding skills in software development. This shift makes understanding code more expensive and dangerous, as develop…

00:00
2026-06-30
phroneses.com
ai-tools

Software Delivery Is a Pipeline, Not a Coding Task

Engineering leaders report that AI accelerates code generation but does not speed up overall software delivery, because coding is only one of seven stages in a delivery pipeline that includes shaping, design, review, rel…

00:00
2026-06-08
feed.thoughtbot.com
ai-agents

Enforcing Your Ruby Style Guide on AI-Generated Code

Thoughtbot engineers built a Claude Code hook that automatically runs RuboCop against any Ruby files an AI coding agent modifies, then gives the agent a chance to fix violations it can catch. The hook enforces team codin…

18:55
2026-07-25
effect.website
developer-tools

The One Weird Git Trick That Makes Coding Agents More Effect-Ive

The Effect team recommends vendoring the Effect source code into a project using git subtrees to improve coding agent performance, as agents learn more effectively from real library code than from documentation or compil…

00:00
2026-07-12
okaneland.com
artificial-intelligence

Is vibe coding worth it? What the numbers say

Controlled trials show vibe coding accelerates fresh builds by 26% to 56%, and a six-month-old vibe-coding product sold for an initial $80 million plus earn-outs. Tools like Cursor and Claude Code have reached billion-do…

12:31
2026-06-24
nonstructured.com
artificial-intelligence

Zen of AI Coding

Software development as manual code production is dying, replaced by a discipline centered on framing problems and judging outcomes, as coding agents make code cheap and refactoring easy. The marginal cost of code collap…

04:22
2026-07-15
machinebrief.com
artificial-intelligence

Clinical Coding with Graph-Constrained AI

Graph-constrained AI models outperform traditional methods in clinical code prediction, achieving a 0.709 micro-F1 score on a curated 50-code subset and 0.527 on the full 15,761-code space of the MIMIC-IV dataset, with i…

18:47
2026-06-02
microsoft.ai
ai-products

MAI-Code-1-Flash

Microsoft released MAI-Code-1-Flash, a new coding model built for fast, efficient assistance in everyday developer workflows, rolling out to GitHub Copilot individual users in Visual Studio Code. The model outperforms Cl…

03:19
2026-06-20
runtimewire.com
ai-agents

Aikido brings pentest-style reasoning into static code review

Aikido Security launched Code Audit, a static code analysis product that uses agentic reasoning to detect complex vulnerabilities spanning multiple files, aiming to bridge the gap between SAST and human penetration testi…

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