#codereviews — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #codereviews, aggregated by home.social.
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#Development #Approaches
The code nobody reads · “Line-by-line reading is going away for a lot of code.” https://ilo.im/16gjpd_____
#Coding #CodeReviews #AI #AiAgents #Accountability #Trust #Tests #WebDev #Frontend #Backend -
#Development #Approaches
The code nobody reads · “Line-by-line reading is going away for a lot of code.” https://ilo.im/16gjpd_____
#Coding #CodeReviews #AI #AiAgents #Accountability #Trust #Tests #WebDev #Frontend #Backend -
#Development #Approaches
The code nobody reads · “Line-by-line reading is going away for a lot of code.” https://ilo.im/16gjpd_____
#Coding #CodeReviews #AI #AiAgents #Accountability #Trust #Tests #WebDev #Frontend #Backend -
Optimizing GitHub Actions for Agent PRs: Speculative Test Slicing and AST Impact Analysis, by (not on Mastodon or Bluesky):
https://www.sitepoint.com/optimize-github-actions-agent-prs-test-slicing/?ref=frontenddogma.com
#githubactions #aiagents #ai #testing #codereviews #optimization
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Optimizing GitHub Actions for Agent PRs: Speculative Test Slicing and AST Impact Analysis, by (not on Mastodon or Bluesky):
https://www.sitepoint.com/optimize-github-actions-agent-prs-test-slicing/?ref=frontenddogma.com
#githubactions #aiagents #ai #testing #codereviews #optimization
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Optimizing GitHub Actions for Agent PRs: Speculative Test Slicing and AST Impact Analysis, by (not on Mastodon or Bluesky):
https://www.sitepoint.com/optimize-github-actions-agent-prs-test-slicing/?ref=frontenddogma.com
#githubactions #aiagents #ai #testing #codereviews #optimization
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Optimizing GitHub Actions for Agent PRs: Speculative Test Slicing and AST Impact Analysis, by (not on Mastodon or Bluesky):
https://www.sitepoint.com/optimize-github-actions-agent-prs-test-slicing/?ref=frontenddogma.com
#githubactions #aiagents #ai #testing #codereviews #optimization
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My first major feature for $dayjob has gone through 4 rounds of code reviews over the course of a week. It is very refreshing to have this level of review over someone just doing "LGTM" on the first review of it. Sure, the feature takes longer to get out, but the implementation is much more solid and understood by many folks on the team.
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My first major feature for $dayjob has gone through 4 rounds of code reviews over the course of a week. It is very refreshing to have this level of review over someone just doing "LGTM" on the first review of it. Sure, the feature takes longer to get out, but the implementation is much more solid and understood by many folks on the team.
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My first major feature for $dayjob has gone through 4 rounds of code reviews over the course of a week. It is very refreshing to have this level of review over someone just doing "LGTM" on the first review of it. Sure, the feature takes longer to get out, but the implementation is much more solid and understood by many folks on the team.
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My first major feature for $dayjob has gone through 4 rounds of code reviews over the course of a week. It is very refreshing to have this level of review over someone just doing "LGTM" on the first review of it. Sure, the feature takes longer to get out, but the implementation is much more solid and understood by many folks on the team.
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AI Promoted Every Developer to Reviewer—Nobody Tested the Reviewer, by (not on Mastodon or Bluesky):
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AI Promoted Every Developer to Reviewer—Nobody Tested the Reviewer, by (not on Mastodon or Bluesky):
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AI Promoted Every Developer to Reviewer—Nobody Tested the Reviewer, by (not on Mastodon or Bluesky):
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AI Promoted Every Developer to Reviewer—Nobody Tested the Reviewer, by (not on Mastodon or Bluesky):
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10 Anti-AI Slop Moves for Frontend Projects Going Faster Than Humans Can Review, by @travisturner.bsky.social (@evilmartians):
#ai #slop #codereviews #typescript #linting #testing #cicd #quality
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10 Anti-AI Slop Moves for Frontend Projects Going Faster Than Humans Can Review, by @travisturner.bsky.social (@evilmartians):
#ai #slop #codereviews #typescript #linting #testing #cicd #quality
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10 Anti-AI Slop Moves for Frontend Projects Going Faster Than Humans Can Review, by @travisturner.bsky.social (@evilmartians):
#ai #slop #codereviews #typescript #linting #testing #cicd #quality
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10 Anti-AI Slop Moves for Frontend Projects Going Faster Than Humans Can Review, by @travisturner.bsky.social (@evilmartians):
#ai #slop #codereviews #typescript #linting #testing #cicd #quality
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Ah, GPT-6 Astra: the latest solution to code reviews that promises "stronger reasoning"—as long as you don't mind paying a small fortune for it 💸. They've raised $143M to reinvent the wheel, ensuring that even your enterprise security and customer privacy can be broken anew. A masterpiece of #buzzwords and corporate optimism, all in one! 😂
https://www.coderabbit.ai/blog/gpt-6-astra-code-review-evaluation #GPT6Astra #CodeReviews #CorporateOptimism #TechFunding #HackerNews #ngated -
Ah, GPT-6 Astra: the latest solution to code reviews that promises "stronger reasoning"—as long as you don't mind paying a small fortune for it 💸. They've raised $143M to reinvent the wheel, ensuring that even your enterprise security and customer privacy can be broken anew. A masterpiece of #buzzwords and corporate optimism, all in one! 😂
https://www.coderabbit.ai/blog/gpt-6-astra-code-review-evaluation #GPT6Astra #CodeReviews #CorporateOptimism #TechFunding #HackerNews #ngated -
Ah, GPT-6 Astra: the latest solution to code reviews that promises "stronger reasoning"—as long as you don't mind paying a small fortune for it 💸. They've raised $143M to reinvent the wheel, ensuring that even your enterprise security and customer privacy can be broken anew. A masterpiece of #buzzwords and corporate optimism, all in one! 😂
https://www.coderabbit.ai/blog/gpt-6-astra-code-review-evaluation #GPT6Astra #CodeReviews #CorporateOptimism #TechFunding #HackerNews #ngated -
Ah, GPT-6 Astra: the latest solution to code reviews that promises "stronger reasoning"—as long as you don't mind paying a small fortune for it 💸. They've raised $143M to reinvent the wheel, ensuring that even your enterprise security and customer privacy can be broken anew. A masterpiece of #buzzwords and corporate optimism, all in one! 😂
https://www.coderabbit.ai/blog/gpt-6-astra-code-review-evaluation #GPT6Astra #CodeReviews #CorporateOptimism #TechFunding #HackerNews #ngated -
#Development #Mindsets
Don’t be a meat proxy · Don’t forward AI answers you haven’t reviewed https://ilo.im/16f1iu_____
#Prompting #AI #Claude #ClaudeCode #Reviews #CodeReviews #WebDev #Frontend #Backend -
#Development #Mindsets
Don’t be a meat proxy · Don’t forward AI answers you haven’t reviewed https://ilo.im/16f1iu_____
#Prompting #AI #Claude #ClaudeCode #Reviews #CodeReviews #WebDev #Frontend #Backend -
#Development #Mindsets
Don’t be a meat proxy · Don’t forward AI answers you haven’t reviewed https://ilo.im/16f1iu_____
#Prompting #AI #Claude #ClaudeCode #Reviews #CodeReviews #WebDev #Frontend #Backend -
Maybe We Shouldn’t Be Reviewing All This Code, by @mfowler:
https://martinfowler.com/rachels-ramblings/code-review.html?ref=frontenddogma.com
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Maybe We Shouldn’t Be Reviewing All This Code, by @mfowler:
https://martinfowler.com/rachels-ramblings/code-review.html?ref=frontenddogma.com
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Maybe We Shouldn’t Be Reviewing All This Code, by @mfowler:
https://martinfowler.com/rachels-ramblings/code-review.html?ref=frontenddogma.com
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Maybe We Shouldn’t Be Reviewing All This Code, by @mfowler:
https://martinfowler.com/rachels-ramblings/code-review.html?ref=frontenddogma.com
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Are AI code reviewers outperforming humans?
At #QConAI Boston 2026, Roblox’s Andrew Swerdlow shared a striking stat:
🔻 Human code review acceptance: ~55%
🟩 Autonomous AI agent acceptance: 68–70%The key wasn’t a bigger model. It was feeding the AI exemplars from 700K past code reviews to encode institutional knowledge into testable rules.
🎬 Watch the full talk with transcript 👉 https://www.infoq.com/presentations/autonomous-ai-software-development-roblox/
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Are AI code reviewers outperforming humans?
At #QConAI Boston 2026, Roblox’s Andrew Swerdlow shared a striking stat:
🔻 Human code review acceptance: ~55%
🟩 Autonomous AI agent acceptance: 68–70%The key wasn’t a bigger model. It was feeding the AI exemplars from 700K past code reviews to encode institutional knowledge into testable rules.
🎬 Watch the full talk with transcript 👉 https://www.infoq.com/presentations/autonomous-ai-software-development-roblox/
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Are AI code reviewers outperforming humans?
At #QConAI Boston 2026, Roblox’s Andrew Swerdlow shared a striking stat:
🔻 Human code review acceptance: ~55%
🟩 Autonomous AI agent acceptance: 68–70%The key wasn’t a bigger model. It was feeding the AI exemplars from 700K past code reviews to encode institutional knowledge into testable rules.
🎬 Watch the full talk with transcript 👉 https://www.infoq.com/presentations/autonomous-ai-software-development-roblox/
-
Are AI code reviewers outperforming humans?
At #QConAI Boston 2026, Roblox’s Andrew Swerdlow shared a striking stat:
🔻 Human code review acceptance: ~55%
🟩 Autonomous AI agent acceptance: 68–70%The key wasn’t a bigger model. It was feeding the AI exemplars from 700K past code reviews to encode institutional knowledge into testable rules.
🎬 Watch the full talk with transcript 👉 https://www.infoq.com/presentations/autonomous-ai-software-development-roblox/
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AI Is Removing the Middle Class of Software Engineering, by (not on Mastodon or Bluesky):
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AI Is Removing the Middle Class of Software Engineering, by (not on Mastodon or Bluesky):
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AI Is Removing the Middle Class of Software Engineering, by (not on Mastodon or Bluesky):
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AI Is Removing the Middle Class of Software Engineering, by (not on Mastodon or Bluesky):
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https://www.europesays.com/ie/652069/ AI Code Review at Scale: LinkedIn’s Multi-Agent Approach #Agents #AI #ArtificialIntelligence #ArtificialIntelligence #CodeReviews #Development #devops #Éire #IE #Ireland #kubernetes #LargeLanguageModels #LinkedIn #LinkedinAiCodeReview #ML&DataEngineering #Technology
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#Development #Experiences
I’m done using AI · ”It made me lazy. It made me stop caring.” https://ilo.im/16f9hs_____
#Business #Skills #Apathy #Depression #Programming #Coding #CodeReviews #AI #Software #WebDev -
#Development #Experiences
I’m done using AI · ”It made me lazy. It made me stop caring.” https://ilo.im/16f9hs_____
#Business #Skills #Apathy #Depression #Programming #Coding #CodeReviews #AI #Software #WebDev -
#Development #Experiences
I’m done using AI · ”It made me lazy. It made me stop caring.” https://ilo.im/16f9hs_____
#Business #Skills #Apathy #Depression #Programming #Coding #CodeReviews #AI #Software #WebDev -
Comprehension as an Architectural Characteristic: A System That Is Not Understood Cannot Evolve Safely
Key Takeaway…
#NewsBeep #News #Artsanddesign #Agile #Architecture #Architecture&Design #ArchitectureICSAET #ArtificialIntelligence #Arts #ArtsAndDesign #CodeReviews #Culture&Methods #Design #Development #Entertainment #EvolutionaryArchitecture #generativeai #InfoQCertificationProgram #Leadership #systemcomprehensionevolutionaryarchitecture #UK #UnitedKingdom
https://www.newsbeep.com/uk/733491/ -
I've built a thing:
https://zed.dev/extensions/word-highlight-lspIt's a @zed #lsp #extension to highlight all occurrences of selected words with multiple colors to quickly identify them in code.
I find it useful for #codereviews. Enjoy!
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I've built a thing:
https://zed.dev/extensions/word-highlight-lspIt's a @zed #lsp #extension to highlight all occurrences of selected words with multiple colors to quickly identify them in code.
I find it useful for #codereviews. Enjoy!
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I've built a thing:
https://zed.dev/extensions/word-highlight-lspIt's a @zed #lsp #extension to highlight all occurrences of selected words with multiple colors to quickly identify them in code.
I find it useful for #codereviews. Enjoy!
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I've built a thing:
https://zed.dev/extensions/word-highlight-lspIt's a @zed #lsp #extension to highlight all occurrences of selected words with multiple colors to quickly identify them in code.
I find it useful for #codereviews. Enjoy!
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What Are Code Reviews Even For?, by (not on Mastodon or Bluesky):
https://newsletter.getdx.com/p/what-are-code-reviews-even-for?ref=frontenddogma.com
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What Are Code Reviews Even For?, by (not on Mastodon or Bluesky):
https://newsletter.getdx.com/p/what-are-code-reviews-even-for?ref=frontenddogma.com
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What Are Code Reviews Even For?, by (not on Mastodon or Bluesky):
https://newsletter.getdx.com/p/what-are-code-reviews-even-for?ref=frontenddogma.com
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What Are Code Reviews Even For?, by (not on Mastodon or Bluesky):
https://newsletter.getdx.com/p/what-are-code-reviews-even-for?ref=frontenddogma.com
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"First, the easy and obvious one: code review. CTOs keep asking me if code review is really dead. The answer: Not Yet. But it will be by next year. You can't work at agentic speeds and block everything with human reviews. Those are incompatible. Your competitors are going to be moving at agentic speeds, so you're fucked in the medium-term if you stick with human code reviews. That's about as bare as I can make it for you.
Whenever someone says code reviews are going away, someone else says "SOC 2." Somehow SOC 2 spread through the industry without any actual laws being passed, as far as I can tell, which is bizarre. But big enterprise clients will require their vendors to be SOC 2 compliant, for auditing purposes. And many people interpret it as requiring human code reviews.
As a result, human approval is currently baked into many companies' audited change-management controls and customer commitments. But the writing is on the wall: agentic throughput will straight-up force those controls to be rewritten. SOC 2 will no doubt survive, but "review" will no longer mean one human approving every diff.
Upshot: in the short term, yes, keep reviewing agent code. Fable is the only reasonably trustworthy model in existence today, and you're not going to want to use it much due to its exorbitant pricing. But in seven months, all the models will be that smart, and inference will be much cheaper. Plan now for that day to arrive, and get ready to replace your human code review with many, many rounds of agentic code review.
It will go better for you anyway. Humans suuuuck at code review. I've been doing this for forty years, and all I've seen is decades of thinly-disguised LGTMs. Just let it go, mate. It's almost time."
https://yegge.ai/essays/the-shape-of-things-to-come/
#AI #LLMs #GenerativeAI #SoftwareDevelopment #Programming #CodeReviews #CICD
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"First, the easy and obvious one: code review. CTOs keep asking me if code review is really dead. The answer: Not Yet. But it will be by next year. You can't work at agentic speeds and block everything with human reviews. Those are incompatible. Your competitors are going to be moving at agentic speeds, so you're fucked in the medium-term if you stick with human code reviews. That's about as bare as I can make it for you.
Whenever someone says code reviews are going away, someone else says "SOC 2." Somehow SOC 2 spread through the industry without any actual laws being passed, as far as I can tell, which is bizarre. But big enterprise clients will require their vendors to be SOC 2 compliant, for auditing purposes. And many people interpret it as requiring human code reviews.
As a result, human approval is currently baked into many companies' audited change-management controls and customer commitments. But the writing is on the wall: agentic throughput will straight-up force those controls to be rewritten. SOC 2 will no doubt survive, but "review" will no longer mean one human approving every diff.
Upshot: in the short term, yes, keep reviewing agent code. Fable is the only reasonably trustworthy model in existence today, and you're not going to want to use it much due to its exorbitant pricing. But in seven months, all the models will be that smart, and inference will be much cheaper. Plan now for that day to arrive, and get ready to replace your human code review with many, many rounds of agentic code review.
It will go better for you anyway. Humans suuuuck at code review. I've been doing this for forty years, and all I've seen is decades of thinly-disguised LGTMs. Just let it go, mate. It's almost time."
https://yegge.ai/essays/the-shape-of-things-to-come/
#AI #LLMs #GenerativeAI #SoftwareDevelopment #Programming #CodeReviews #CICD
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"First, the easy and obvious one: code review. CTOs keep asking me if code review is really dead. The answer: Not Yet. But it will be by next year. You can't work at agentic speeds and block everything with human reviews. Those are incompatible. Your competitors are going to be moving at agentic speeds, so you're fucked in the medium-term if you stick with human code reviews. That's about as bare as I can make it for you.
Whenever someone says code reviews are going away, someone else says "SOC 2." Somehow SOC 2 spread through the industry without any actual laws being passed, as far as I can tell, which is bizarre. But big enterprise clients will require their vendors to be SOC 2 compliant, for auditing purposes. And many people interpret it as requiring human code reviews.
As a result, human approval is currently baked into many companies' audited change-management controls and customer commitments. But the writing is on the wall: agentic throughput will straight-up force those controls to be rewritten. SOC 2 will no doubt survive, but "review" will no longer mean one human approving every diff.
Upshot: in the short term, yes, keep reviewing agent code. Fable is the only reasonably trustworthy model in existence today, and you're not going to want to use it much due to its exorbitant pricing. But in seven months, all the models will be that smart, and inference will be much cheaper. Plan now for that day to arrive, and get ready to replace your human code review with many, many rounds of agentic code review.
It will go better for you anyway. Humans suuuuck at code review. I've been doing this for forty years, and all I've seen is decades of thinly-disguised LGTMs. Just let it go, mate. It's almost time."
https://yegge.ai/essays/the-shape-of-things-to-come/
#AI #LLMs #GenerativeAI #SoftwareDevelopment #Programming #CodeReviews #CICD
-
"First, the easy and obvious one: code review. CTOs keep asking me if code review is really dead. The answer: Not Yet. But it will be by next year. You can't work at agentic speeds and block everything with human reviews. Those are incompatible. Your competitors are going to be moving at agentic speeds, so you're fucked in the medium-term if you stick with human code reviews. That's about as bare as I can make it for you.
Whenever someone says code reviews are going away, someone else says "SOC 2." Somehow SOC 2 spread through the industry without any actual laws being passed, as far as I can tell, which is bizarre. But big enterprise clients will require their vendors to be SOC 2 compliant, for auditing purposes. And many people interpret it as requiring human code reviews.
As a result, human approval is currently baked into many companies' audited change-management controls and customer commitments. But the writing is on the wall: agentic throughput will straight-up force those controls to be rewritten. SOC 2 will no doubt survive, but "review" will no longer mean one human approving every diff.
Upshot: in the short term, yes, keep reviewing agent code. Fable is the only reasonably trustworthy model in existence today, and you're not going to want to use it much due to its exorbitant pricing. But in seven months, all the models will be that smart, and inference will be much cheaper. Plan now for that day to arrive, and get ready to replace your human code review with many, many rounds of agentic code review.
It will go better for you anyway. Humans suuuuck at code review. I've been doing this for forty years, and all I've seen is decades of thinly-disguised LGTMs. Just let it go, mate. It's almost time."
https://yegge.ai/essays/the-shape-of-things-to-come/
#AI #LLMs #GenerativeAI #SoftwareDevelopment #Programming #CodeReviews #CICD
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Eighty Percent Done Is Not a Real Number, by @pcescato.bsky.social:
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Eighty Percent Done Is Not a Real Number, by @pcescato.bsky.social:
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Eighty Percent Done Is Not a Real Number, by @pcescato.bsky.social:
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Eighty Percent Done Is Not a Real Number, by @pcescato.bsky.social:
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Human Attention Is a Scarce Resource, by @blackgirlbytes:
https://dev.to/entire/human-attention-is-a-scarce-resource-1g1o?ref=frontenddogma.com