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AI approved the pull request. Tests passed. A week later, 3 services broke.

Approved does not mean understood.

all-ai-agency.com/blog/ai-code-review-missed-the-one-thing

#CodeQuality #AICodeReview #SoftwareArchitecture #ALLAIAgency

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Imagine merging code faster with AI‑driven stacked PRs that catch bugs before they land. Graphite’s new workflow lets an AI agent sift through pull requests, boosting speed and quality for dev teams. Dive in to see how it reshapes software engineering. #AIcodeReview #StackedPRs #GitHub

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Screenshot from Github Code Review :

"Copilot Al yesterday:
The test contains a hardcoded timestamp "2026-01-22T15:36:58.061031953" which is in the future and will not
match the actual timestamp generated when labels are saved. "

Screenshot from Github Code Review : "Copilot Al yesterday: The test contains a hardcoded timestamp "2026-01-22T15:36:58.061031953" which is in the future and will not match the actual timestamp generated when labels are saved. "

Yes. 22nd of January 2026 is in the future - if you are a LLM from 2025

#copilot #AIcrap #aicodereview #AI_slop #AIisgoinggreat

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AI code review tools spark debate. They show promise for catching subtle bugs but often struggle with architectural context and have a high signal-to-noise ratio. Their economic future, especially standalone services versus platform integration, is a key discussion point. #AICodeReview 1/6

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AI in Smart Contract Auditing: The Future of Security The High-Stakes World of Smart Contracts Picture this: millions, sometimes billions, of dollars locked away in digital vaults. These vaults aren't protected by steel doors or armed guards. They're secured…

AI in Smart Contract Auditing: The Future of Security #smartcontractexploits #AIcodereview #blockchainsecurityAI #machinelearningsmartcontracts #automatedauditing #smartcontractsecuritytools #AIsmartcontractanalysis #automatedvulnerabilitydetection #smartcontractformalverification

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Marko Palusek - AI-Based Pull Request Code Reviews
Marko Palusek - AI-Based Pull Request Code Reviews This talk presents a practical approach to 𝐀𝐈-𝐝𝐫𝐢𝐯𝐞𝐧 𝐩𝐮𝐥𝐥 𝐫𝐞𝐪𝐮𝐞𝐬𝐭 𝐜𝐨𝐝𝐞 𝐫𝐞𝐯𝐢𝐞𝐰𝐬 and shows how they can be integrated directly into Git workflows. Instead of replacing human reviewers, AI is used as an additional review layer that catches issues early and reduces manual review effort. The session is based on a real implementation used in production and demonstrates how AI comments can be automatically posted on pull requests in tools like Bitbucket. 𝐖𝐡𝐚𝐭 𝐲𝐨𝐮’𝐥𝐥 𝐥𝐞𝐚𝐫𝐧: - Why AI-based code reviews are useful even when code is AI-generated - How automatic pull request reviews fit into real development workflows - Limitations of local AI reviews and why centralized reviews matter - Architecture of an AI code reviewer using webhooks and REST APIs - How to generate structured review comments using LLMs - Model comparison (GPT-4 vs GPT-5, Anthropic experience) - Cost, performance, and response-time considerations - Ideas for future improvements (agent-based reviews, Jira validation, summaries)

𝐂𝐚𝐧 𝐀𝐈 𝐫𝐞𝐯𝐢𝐞𝐰 𝐲𝐨𝐮𝐫 𝐩𝐮𝐥𝐥 𝐫𝐞𝐪𝐮𝐞𝐬𝐭𝐬? Yes — and it can do it where it matters most.
A practical look at AI-driven pull request reviews, covering architecture, tooling, and real-world experience from production use.
Watch now 👉 youtu.be/ItJJ4fahvUM

#AI #AICodeReview #HotovoMeansDone

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The AI Era Trap 'Workslop': How to Ensure Quality in AI Coding vs AI Code Review? Workslop - low-quality output generated by AI. This article examines the challenges that workslop brings to development environments from both AI coding and AI code review perspectives, and explains s...

"AI 'Workslop' Trap: 5 Tips to Keep Your Code Quality High! 🤖💻
Avoid pitfalls in AI coding & reviews.
Read how: codenote.net/en/posts/ai-...

#AI #AICoding #AICodeReview #VibeCoding

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CodeRabbit: जानें क्या है कोड रैबिट, AI संचालित उपकरण डेवलपर्स के लिए लाएगा क्रांति Tech News: CodeRabbit एक अत्याधुनिक AI-संचालित उपकरण है जो सॉफ़्टवेयर विकास की दुनिया में तहलका मचा रहा है। यह टूल कोड समीक्षा की प्रक्रिया को पूरी तरह से स्वचालित करता है। इसका मुख्य लक्ष्य डेवलपर्स के लिए कोड की गुणवत्ता में सुधार करना है। साथ ही, यह मैन्युअल समीक्षा में लगने वाले कीमती समय और प्रयास को काफी कम कर देता है।

CodeRabbit: जानें क्या है कोड रैबिट, AI संचालित उपकरण डेवलपर्स के लिए लाएगा क्रांति
#News #codereview #AIcodereview

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AI trained on petabytes, still wants to `git push --force` and asks if I 'feel lucky'. Pretty sure the intern's hamster wrote that suggestion. 🐹 #AICodeReview #RiskyBusiness #CaptainCodeMemelord

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The Code Review Compass 🧭💻
Messy code reviews? Stay focused:

1️⃣ Readability – Clear, understandable code.
2️⃣ Efficiency – Optimized performance.
3️⃣ Maintainability – Easy to modify/extend.
4️⃣ Functionality – Meets requirements & works as expected.

#AICodeReview #DevTools #ProgrammingTips

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AI In Code Reviewing AI-based code reviewers

Exploring the transformative power of AI in code reviews. Unlocking deeper insights and enhancing development processes. #AICodeReview #Innovation medium.com/aiguys/ai-in-code-review...

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