Medium Reviews

Amazon CodeGuru Reviews

Medium mentions (3128)

• How GPT‑5.6 Sol helps run quantum computing experiments

  This is a fantastic way to use a C64! If you want to see other similar quantum computing exploits on 8bit computers: https://medium.com/@dakk/quantum-computing-on-a-commodore-64-in-200-lines-of-basic-eda7658b32a4. - Source: Hacker News / about 14 hours ago

• Building a CMS with AI Agents: You Don't Write the Code, You Audit the Decisions

  I wrote a longer, feature-by-feature walkthrough of the stack on Medium if you want the deep dive on how it all wires together. Https://medium.com/@aak540114/give-your-ai-agents-a-kanban-board-not-the-keys-to-production-81ffd19370f1. - Source: dev.to / 5 days ago

• Ask HN: Who is using MCP in production?

  FWIW, it appears that using the gh cli is much more token efficient than MCP so that's a plus. https://medium.com/@ravi.madabhushi/mcp-is-up-to-32-more-expensive-than-cli-heres-why-we-still-use-it-d18765735647. - Source: Hacker News / 6 days ago

• GPT-6 Astra

  That's the ratio the widely published numbers give [1][2]. One does not have to believe the numbers, of course, but those who do believe them are then justified to conclude that there's no moat. Which numbers you believe is of course going to affect whether you think there's a moat or not. [1] https://galileo.ai/blog/llm-model-training-cost [2]... - Source: Hacker News / 6 days ago

• Altair Basic Interpreter Source Code (1975) [pdf]

  Kent Beck called this “test && commit || revert” in 2018, and credits Oddmund Strømme for first coming up with the idea: . - Source: Hacker News / 7 days ago

Amazon CodeGuru mentions (10)

• My CI/CD bot fixed production while I slept until it didn’t

  Tools like AWS CodeGuru, and even GitHub Copilot Workspace are already experimenting with that shift. Imagine a pipeline that doesn’t just restart services it explains why it did, references the ticket, and asks if you’d like to update documentation. That’s not science fiction; it’s just better design. - Source: dev.to / 10 months ago

• Top 17 DevOps AI Tools [2025]

  AWS CodeGuru is an AI-driven development tool that transforms how DevOps teams address code quality, performance, and security. This DevOps AI tool leverages advanced machine learning techniques to deliver comprehensive code analysis through its two core features: CodeGuru Reviewer for automated code reviews and CodeGuru Profiler for performance optimization. - Source: dev.to / over 1 year ago

• AI Coding: The Ultimate Guide to Enhancing Your Development Workflow

  CodeGuru is a machine learning service by Amazon Web Services that provides automated code reviews and performance recommendations. Amazon CodeGuru leverages machine learning to enhance code quality by providing automated code reviews and performance recommendations. - Source: dev.to / over 2 years ago

• How to Use CodeWhisperer to Identify Issues and Use Suggestions to Improve Code Security in your IDE

  There are security scans available in JetBrains for Python, Java, JavaScript, TypeScript, and VS code as well. AWS CodeGuru Security is another amazing security tool that takes the assistance from detection engine. Detector Library is an important component of detection engine which is responsible in making you understand why your code was highlighted by CodeWhisperer and whether an action is to be taken or not.... - Source: dev.to / over 2 years ago

• Amazon CodeGuru Reviewer: already time for retirement?

  The final hint that something will probably happen soon was the announcement of the CodeGuru Security service, and the modification of the main CodeGuru page to point instead towards this new service. CodeGuru Security at first glance seems to be a modified version of the Reviewer, with a focus on security. This is pure speculation at this point, but I suspect that CodeGuru Reviewer will soon be either dropped or... - Source: dev.to / about 3 years ago