[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-068e26257689fd4a-what-outlives-the-plan-decoupling-rules-from-code-summary":3,"summaries-facets-categories":137,"summary-related-068e26257689fd4a-what-outlives-the-plan-decoupling-rules-from-code-summary":5172},{"id":4,"title":5,"ai":6,"body":13,"categories":95,"created_at":97,"date_modified":97,"description":89,"extension":98,"faq":97,"featured":99,"kicker_label":97,"meta":100,"navigation":118,"path":119,"published_at":120,"question":97,"scraped_at":121,"seo":122,"sitemap":123,"source_id":124,"source_name":125,"source_type":126,"source_url":127,"stem":128,"tags":129,"thumbnail_url":97,"tldr":134,"tweet":97,"unknown_tags":135,"__hash__":136},"summaries\u002Fsummaries\u002F068e26257689fd4a-what-outlives-the-plan-decoupling-rules-from-code-summary.md","What Outlives the Plan: Decoupling Rules from Code",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",6649,780,11832,0.00283225,{"type":14,"value":15,"toc":88},"minimark",[16,21,34,38,41,81,85],[17,18,20],"h2",{"id":19},"the-failure-of-state-heavy-documentation","The Failure of State-Heavy Documentation",[22,23,24,25,29,30,33],"p",{},"Documentation rots when it attempts to hold both the ",[26,27,28],"em",{},"decision"," (the rule) and the ",[26,31,32],{},"current state"," (the implementation). The author found that sections of a 1,200-line plan describing specific UI flows became obsolete as the code evolved. Because the plan was tied to the current state, it drifted and eventually became a liability. The lesson: documentation should only contain the decision. If it describes the current implementation, it will inevitably go stale.",[17,35,37],{"id":36},"the-three-shelves-for-durable-decisions","The Three Shelves for Durable Decisions",[22,39,40],{},"To ensure architectural and process rules survive, they must be moved to \"shelves\" that the code cannot reach or modify. The author identifies three specific mechanisms:",[42,43,44,69,75],"ol",{},[45,46,47,51,52,56,57,60,61,64,65,68],"li",{},[48,49,50],"strong",{},"Mechanical Enforcement (Build Graphs):"," Rules like project-reference restrictions (e.g., preventing the Web project from referencing the API project) are enforced via ",[53,54,55],"code",{},".csproj"," files. This creates a hard constraint that prevents code drift. The explanation for ",[26,58,59],{},"why"," the rule exists lives in ",[53,62,63],{},"CLAUDE.md",", while the ",[26,66,67],{},"what"," is enforced by the compiler.",[45,70,71,74],{},[48,72,73],{},"Persistent AI Memory:"," When fixing bugs or architectural issues, the author inputs the solution into the AI's project memory before applying it to the code. This ensures that future sessions inherit the correction (e.g., \"seed scripts must be idempotent\") without the developer needing to re-derive the fix. This prevents the same mistake from being made twice.",[45,76,77,80],{},[48,78,79],{},"External Calendars:"," Dependencies with long lead times (e.g., Apple\u002FGoogle developer account approvals) should not live in a project plan document, as they are easily ignored during feature reshuffling. They belong on a calendar. The author notes that treating provisioning as a critical path item on a calendar is the only way to ensure it survives the reality of development.",[17,82,84],{"id":83},"the-cost-of-deferred-reality","The Cost of Deferred Reality",[22,86,87],{},"By failing to put external provisioning on a calendar, the author built a complex payment system (Stripe, Apple, Google) that could not be tested because the necessary external accounts were not yet approved. This serves as a proof-by-counterexample: code can be perfectly architected and unit-tested, but if the external dependencies are not managed as a hard-dated constraint, the project remains blocked. The retroactive rule is to identify all paid external dependencies on day one and map their approval clocks to a calendar, not a text document.",{"title":89,"searchDepth":90,"depth":90,"links":91},"",2,[92,93,94],{"id":19,"depth":90,"text":20},{"id":36,"depth":90,"text":37},{"id":83,"depth":90,"text":84},[96],"Software Engineering",null,"md",false,{"content_references":101,"triage":113},[102,107,109,111],{"type":103,"title":104,"url":105,"context":106},"tool","Claude Code","https:\u002F\u002Fclaude.ai","mentioned",{"type":103,"title":108,"context":106},"Dapper",{"type":103,"title":110,"context":106},"Blazor",{"type":103,"title":112,"context":106},".NET MAUI",{"relevance":114,"novelty":115,"quality":114,"actionability":114,"composite":116,"reasoning":117},4,3,3.8,"Category: Software Engineering. The article discusses the importance of separating rules from code to improve project documentation and decision-making, addressing a pain point for developers who struggle with maintaining accurate project plans. It provides actionable strategies like using build graphs and persistent AI memory, which can be directly applied to enhance developer productivity.",true,"\u002Fsummaries\u002F068e26257689fd4a-what-outlives-the-plan-decoupling-rules-from-code-summary","2026-06-24 16:37:10","2026-06-25 12:57:06",{"title":5,"description":89},{"loc":119},"068e26257689fd4a","Level Up Coding","article","https:\u002F\u002Flevelup.gitconnected.com\u002Fwhat-outlives-the-plan-10c14f67839e?source=rss----5517fd7b58a6---4","summaries\u002F068e26257689fd4a-what-outlives-the-plan-decoupling-rules-from-code-summary",[130,131,132,133],"ai-tools","software-engineering","architecture","dev-productivity","Project plans fail when they conflate high-level decisions with current implementation state. To survive, rules must live in 'shelves' the code cannot touch: build graphs, persistent AI memory, and external 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AI-assisted tools now generate entire functions, modules, or architectures in seconds, making code production scalable and nearly free. This removes the old constraint, yet systems fail to improve proportionally—bugs endure, vulnerabilities rise, and complexity grows harder to manage. The widening gap between code output and confident understanding proves code was never the core limit.",[17,5192,5194],{"id":5193},"precise-specification-defines-success","Precise Specification Defines Success",[22,5196,5197],{},"The fundamental challenge is specifying exactly what code must achieve. Without clear, precise requirements upfront, even perfect code misses the mark. This insight reframes decades of practices: development isn't bottlenecked by implementation but by upfront knowledge of desired behavior. AI amplifies this by flooding teams with code volume they can't fully comprehend or verify, turning abundance into liability.",[17,5199,5201],{"id":5200},"reactive-cycles-perpetuate-the-misdiagnosis","Reactive Cycles Perpetuate the Misdiagnosis",[22,5203,5204],{},"Industry workflows—code, test, debug, fix, repeat—feel intuitive but react to flaws rather than preventing them through rigorous specs. Tools like unit tests and fuzzing refine this loop without addressing root causes, resembling adaptation more than engineering. To build reliable systems at AI scale, prioritize specification rigor first: define behaviors exhaustively before generation, then validate outputs against them.",{"title":89,"searchDepth":90,"depth":90,"links":5206},[5207,5208,5209],{"id":5186,"depth":90,"text":5187},{"id":5193,"depth":90,"text":5194},{"id":5200,"depth":90,"text":5201},[96],{"content_references":5212,"triage":5213},[],{"relevance":114,"novelty":115,"quality":114,"actionability":115,"composite":5214,"reasoning":5215},3.6,"Category: Software Engineering. The article addresses a key pain point for product builders regarding the importance of precise specifications in software development, which resonates with the audience's need for actionable insights. It provides a fresh perspective on the shift in bottlenecks from code generation to specification but lacks detailed frameworks or tools for implementation.","\u002Fsummaries\u002F0655ba472b96a06c-specs-not-code-are-the-real-bottleneck-summary","2026-04-15 14:54:50","2026-04-15 15:39:00",{"title":5175,"description":89},{"loc":5216},"0655ba472b96a06c","https:\u002F\u002Flevelup.gitconnected.com\u002Fthe-real-bottleneck-is-not-the-code-1ecf87ce605d?source=rss----5517fd7b58a6---4","summaries\u002F0655ba472b96a06c-specs-not-code-are-the-real-bottleneck-summary",[130,131,133],"AI tools make generating code effortless, but precisely defining what code should do—specification—remains the hardest part, explaining why bugs and complexity persist.",[131,133],"Cqzy_F-1FYNeFvcJdSMczCUr2QSzUsgishArwJZsghg",{"id":5229,"title":5230,"ai":5231,"body":5236,"categories":5267,"created_at":97,"date_modified":97,"description":89,"extension":98,"faq":97,"featured":99,"kicker_label":97,"meta":5268,"navigation":118,"path":5287,"published_at":97,"question":97,"scraped_at":5288,"seo":5289,"sitemap":5290,"source_id":5291,"source_name":5292,"source_type":126,"source_url":5293,"stem":5294,"tags":5295,"thumbnail_url":97,"tldr":5296,"tweet":97,"unknown_tags":5297,"__hash__":5298},"summaries\u002Fsummaries\u002Fe2e31b13773a5b4f-insomnia-v12-brings-ai-and-mcp-to-api-workflows-summary.md","Insomnia v12 Brings AI and MCP to API Workflows",{"provider":7,"model":5177,"input_tokens":5232,"output_tokens":5233,"processing_time_ms":5234,"cost_usd":5235},3910,1688,10244,0.00160335,{"type":14,"value":5237,"toc":5262},[5238,5242,5245,5249,5252,5256,5259],[17,5239,5241],{"id":5240},"core-features-for-ai-ready-api-development","Core Features for AI-Ready API Development",[22,5243,5244],{},"Insomnia v12 general availability introduces MCP (Model Context Protocol) client support for testing modern AI endpoints alongside HTTP, gRPC, GraphQL, Socket.io, WSS, and SSE. AI-powered commits automate changelog generation from code changes, reducing manual documentation effort. Autogenerated mock servers use natural language prompts to create realistic API mocks instantly, speeding up frontend-backend decoupling and prototyping without backend dependencies. These enable seamless local testing without accounts, supporting git, local, or cloud workflows for faster iteration.",[17,5246,5248],{"id":5247},"free-tier-maximizes-accessibility","Free Tier Maximizes Accessibility",[22,5250,5251],{},"The open-source core offers Git sync for up to 3 users, unlimited projects, and unlimited collection runners at no cost. No account required for local use, making it ideal for solo developers or small teams prototyping APIs. Download binaries available for MacOS, Windows, and Ubuntu, ensuring cross-platform compatibility without installation hurdles.",[17,5253,5255],{"id":5254},"scaling-collaboration-and-security","Scaling Collaboration and Security",[22,5257,5258],{},"For teams, Insomnia provides RBAC (role-based access control), domain capture, and enterprise-grade security adopted by organizations prioritizing compliance. Contact sales for paid tiers unlocks unlimited Git sync and advanced collaboration. Trusted by millions worldwide, it scales from individual debugging to team-wide API design, bridging development gaps with AI-native tools.",[22,5260,5261],{},"This promotional content highlights practical upgrades for API builders but lacks deep implementation details or benchmarks.",{"title":89,"searchDepth":90,"depth":90,"links":5263},[5264,5265,5266],{"id":5240,"depth":90,"text":5241},{"id":5247,"depth":90,"text":5248},{"id":5254,"depth":90,"text":5255},[140],{"content_references":5269,"triage":5283},[5270,5275,5279],{"type":5271,"title":5272,"author":5273,"url":5274,"context":106},"other","Kong Insomnia 12: Smarter, Faster, More Accessible API and MCP Development","Haley Giuliano","https:\u002F\u002Fkonghq.com\u002Fblog\u002Fproduct-releases\u002Fkong-insomnia-12",{"type":5271,"title":5276,"author":5277,"url":5278,"context":106},"Kong Insomnia 11: Elevating API Security and Collaboration","Adam Jiroun","https:\u002F\u002Fkonghq.com\u002Fblog\u002Fproduct-releases\u002Finsomnia-11",{"type":5271,"title":5280,"author":5281,"url":5282,"context":106},"Announcing Insomnia’s New Teams RBAC and Domain Capture","Marco Palladino","https:\u002F\u002Fkonghq.com\u002Fblog\u002Fproduct-releases\u002Finsomnia-teams-rbac-and-domain-capture",{"relevance":5284,"novelty":115,"quality":114,"actionability":115,"composite":5285,"reasoning":5286},5,3.95,"Category: Software Engineering. The article discusses practical features of Insomnia v12 that enhance API development workflows, directly addressing the needs of developers integrating AI into their products. While it provides useful information about new functionalities, it lacks in-depth implementation details that would allow for immediate action.","\u002Fsummaries\u002Fe2e31b13773a5b4f-insomnia-v12-brings-ai-and-mcp-to-api-workflows-summary","2026-04-16 02:59:46",{"title":5230,"description":89},{"loc":5287},"e2e31b13773a5b4f","__oneoff__","https:\u002F\u002Finsomnia.rest","summaries\u002Fe2e31b13773a5b4f-insomnia-v12-brings-ai-and-mcp-to-api-workflows-summary",[130,133,131],"Insomnia v12 GA adds MCP client support, AI-powered commits, natural language mock servers, and free tier with unlimited projects and Git sync for 3 users.",[133,131],"NRVUv9QTvaVUG4uNt_DyLG-7IUyQ-7W2tFKPwGiugks",{"id":5300,"title":5301,"ai":5302,"body":5307,"categories":5351,"created_at":97,"date_modified":97,"description":89,"extension":98,"faq":97,"featured":99,"kicker_label":97,"meta":5352,"navigation":118,"path":5365,"published_at":5366,"question":97,"scraped_at":5367,"seo":5368,"sitemap":5369,"source_id":5370,"source_name":5371,"source_type":5372,"source_url":5373,"stem":5374,"tags":5375,"thumbnail_url":5377,"tldr":5378,"tweet":5379,"unknown_tags":5380,"__hash__":5381},"summaries\u002Fsummaries\u002F42d28a715590a75a-avoiding-cognitive-surrender-in-ai-assisted-develo-summary.md","Avoiding Cognitive Surrender in AI-Assisted Development",{"provider":7,"model":8,"input_tokens":5303,"output_tokens":5304,"processing_time_ms":5305,"cost_usd":5306},4978,565,10047,0.002092,{"type":14,"value":5308,"toc":5347},[5309,5313,5316,5320,5323,5344],[17,5310,5312],{"id":5311},"the-risk-of-cognitive-surrender","The Risk of Cognitive Surrender",[22,5314,5315],{},"As AI agents become standard in the development workflow, engineers face a growing risk of 'cognitive surrender'—the point where they stop critical thinking and defer entirely to AI output. This leads to 'comprehension debt,' where developers lose their understanding of how their codebase is constructed. While agents are highly effective at generating code, they are currently optimized for task completion rather than learning or long-term maintainability. Relying on them without deep engagement creates a 'house of cards' that becomes impossible to debug when the agent fails or production issues arise.",[17,5317,5319],{"id":5318},"maintaining-engineering-rigor","Maintaining Engineering Rigor",[22,5321,5322],{},"To ensure AI-accelerated velocity doesn't translate into technical debt, developers must maintain a 'human-in-the-loop' verification process. This involves:",[5324,5325,5326,5332,5338],"ul",{},[45,5327,5328,5331],{},[48,5329,5330],{},"Defining 'Good':"," Establishing clear standards for what constitutes quality code, including extensive test suites and visual regression testing.",[45,5333,5334,5337],{},[48,5335,5336],{},"Context-Aware Review:"," Distinguishing between the needs of a solo founder building an evergreen project and a team maintaining a large-scale, user-facing application. The latter requires rigorous, manual code review, as the 'move fast and break things' approach is not viable for stable production environments.",[45,5339,5340,5343],{},[48,5341,5342],{},"The 80\u002F20 Rule:"," View AI agents as tools that can reliably handle 70-80% of a task. The remaining 20-30% requires human judgment, architectural understanding, and the ability to connect the 'LEGO bricks' of the codebase.",[22,5345,5346],{},"Ultimately, the goal is to use AI to augment productivity without sacrificing the fundamental craft of software engineering. Developers should remain mindful of the 'guilt' associated with not running agents constantly and prioritize their own understanding of the system over raw output speed.",{"title":89,"searchDepth":90,"depth":90,"links":5348},[5349,5350],{"id":5311,"depth":90,"text":5312},{"id":5318,"depth":90,"text":5319},[96],{"content_references":5353,"triage":5362},[5354,5359],{"type":5355,"title":5356,"author":5357,"context":5358},"book","Beyond Writing Code","Addy Osmani","recommended",{"type":103,"title":5360,"author":5361,"context":106},"Gemini","Google",{"relevance":5284,"novelty":114,"quality":114,"actionability":114,"composite":5363,"reasoning":5364},4.35,"Category: Software Engineering. The article addresses the critical issue of cognitive surrender in AI-assisted development, which is a significant concern for developers integrating AI tools into their workflows. It provides actionable strategies, such as maintaining a human-in-the-loop verification process and defining quality standards, making it highly relevant and practical for the target audience.","\u002Fsummaries\u002F42d28a715590a75a-avoiding-cognitive-surrender-in-ai-assisted-develo-summary","2026-06-15 19:00:12","2026-06-16 12:56:40",{"title":5301,"description":89},{"loc":5365},"42d28a715590a75a","Google Cloud Tech","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=jYvNSLQ_Qio","summaries\u002F42d28a715590a75a-avoiding-cognitive-surrender-in-ai-assisted-develo-summary",[130,5376,131,133],"coding","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FjYvNSLQ_Qio\u002Fhqdefault.jpg","AI coding agents excel at speed, but they risk creating 'cognitive surrender' where developers lose the ability to maintain their own systems. To build reliable software, humans must remain the final authority, treating agents as tools that get you 70-80% of the way there, not as replacements for engineering judgment.","A conversation between Smitha Kolan and Addy Osmani about the risks of \"cognitive surrender\" when using AI coding tools. They argue that developers must maintain rigorous code review and testing standards to prevent AI-generated technical debt from compromising software stability.",[131,133],"tos7ykropdQTx-yEF0d-BmHa4XdhCnUqUU7BP2QdD9k",{"id":5383,"title":5384,"ai":5385,"body":5390,"categories":5460,"created_at":97,"date_modified":97,"description":89,"extension":98,"faq":97,"featured":99,"kicker_label":97,"meta":5461,"navigation":118,"path":5489,"published_at":5490,"question":97,"scraped_at":5490,"seo":5491,"sitemap":5492,"source_id":5493,"source_name":5494,"source_type":126,"source_url":5495,"stem":5496,"tags":5497,"thumbnail_url":97,"tldr":5499,"tweet":97,"unknown_tags":5500,"__hash__":5501},"summaries\u002Fsummaries\u002Fa47ceb03ad3b8ef0-the-verification-bottleneck-rethinking-code-review-summary.md","The Verification Bottleneck: Rethinking Code Review in the Age of AI",{"provider":7,"model":8,"input_tokens":5386,"output_tokens":5387,"processing_time_ms":5388,"cost_usd":5389},8966,1174,5611,0.0040025,{"type":14,"value":5391,"toc":5454},[5392,5396,5399,5403,5406,5420,5424,5427,5447,5451],[17,5393,5395],{"id":5394},"the-shift-from-writing-to-verification","The Shift from Writing to Verification",[22,5397,5398],{},"Code review was historically a 'happy accident' where senior engineers could read code faster than juniors could write it, allowing knowledge to spread naturally. AI has inverted this: code generation is now near-instant, while human reading speed remains constant. Data from 2026 (including reports from Faros AI and GitClear) shows that while AI increases raw output by ~4x, actual delivered value only rises by ~12%, while code churn, defect rates, and review times have skyrocketed. We have effectively poured machine-speed output into a system designed for human-speed verification.",[17,5400,5402],{"id":5401},"the-spectrum-of-risk","The Spectrum of Risk",[22,5404,5405],{},"There is no 'one-size-fits-all' review strategy. The appropriate level of human oversight depends on three variables: blast radius (consequences of failure), code longevity, and the number of people who need to understand the system.",[5324,5407,5408,5414],{},[45,5409,5410,5413],{},[48,5411,5412],{},"Solo\u002FGreenfield:"," You can lean heavily on tests and automated reviewers, as knowledge-sharing is not a factor and the cost of churn is low.",[45,5415,5416,5419],{},[48,5417,5418],{},"Enterprise\u002FLegacy:"," The volume of AI output creates 'comprehension debt.' Here, review must reconstruct intent that never existed in a human mind, making it significantly harder and slower than traditional review.",[17,5421,5423],{"id":5422},"moving-from-reviewer-to-auditor","Moving from 'Reviewer' to 'Auditor'",[22,5425,5426],{},"Since AI-generated code lacks human intent, reviewers are now forced to reconstruct reasoning from scratch. To survive this, teams must stop treating all PRs equally:",[5324,5428,5429,5435,5441],{},[45,5430,5431,5434],{},[48,5432,5433],{},"Heterogeneous Review:"," Don't rely on a single AI reviewer. Experiments show that running multiple, differently-built AI reviewers (e.g., combining Greptile for correctness with Sentry Seer for production-failure severity) catches bugs that no single tool—or human—would find alone.",[45,5436,5437,5440],{},[48,5438,5439],{},"Risk-Based Triage:"," Use AI agents to triage incoming PRs. Sort them by risk level and allocate human attention only to high-stakes paths (e.g., payments, auth, PII).",[45,5442,5443,5446],{},[48,5444,5445],{},"Human-on-the-Loop:"," Instead of reading every line, move to a model where the human samples, audits, and sets the 'plan' for agents. High-performing solo builders (like Kun Chen) demonstrate that if you write detailed plans upfront, you can automate the execution and verification, shifting the human's role to architecting the system rather than line-by-line proofreading.",[17,5448,5450],{"id":5449},"the-circuit-breaker-approach","The Circuit Breaker Approach",[22,5452,5453],{},"Teams should implement 'circuit breakers' to identify high-maintenance PRs before a human spends time on them. Research indicates that agents often 'ghost' or abandon PRs when faced with subjective feedback. By using file types and patch size to predict review effort, teams can fast-track trivial changes and avoid sinking hours into sprawling, low-quality agent output.",{"title":89,"searchDepth":90,"depth":90,"links":5455},[5456,5457,5458,5459],{"id":5394,"depth":90,"text":5395},{"id":5401,"depth":90,"text":5402},{"id":5422,"depth":90,"text":5423},{"id":5449,"depth":90,"text":5450},[96],{"group":5462,"content_references":5463,"triage":5487},"addy-osmani",[5464,5470,5474,5478,5482,5484],{"type":5465,"title":5466,"publisher":5467,"url":5468,"context":5469},"report","AI Acceleration Whiplash","Faros AI","https:\u002F\u002Fwww.faros.ai\u002Fblog\u002Fai-acceleration-whiplash-takeaways","cited",{"type":5465,"title":5471,"publisher":5472,"url":5473,"context":5469},"State of AI vs Human Code Generation Report","CodeRabbit","https:\u002F\u002Fwww.businesswire.com\u002Fnews\u002Fhome\u002F20251217666881\u002Fen\u002FCodeRabbits-State-of-AI-vs-Human-Code-Generation-Report-Finds-That-AI-Written-Code-Produces-1.7x-More-Issues-Than-Human-Code",{"type":5465,"title":5475,"publisher":5476,"url":5477,"context":5469},"AI Tool Impact on Developer Productive Output from 2022 to 2025","GitClear","https:\u002F\u002Fwww.gitclear.com\u002Fresearch\u002Fai_tool_impact_on_developer_productive_output_from_2022_to_2025",{"type":5479,"title":5480,"url":5481,"context":5469},"paper","AI Slop and the Software Commons","https:\u002F\u002Farxiv.org\u002Fhtml\u002F2604.16754v1",{"type":103,"title":5472,"url":5483,"context":5358},"https:\u002F\u002Fwww.coderabbit.ai\u002F",{"type":103,"title":5485,"url":5486,"context":5358},"Greptile","https:\u002F\u002Fwww.greptile.com\u002F",{"relevance":5284,"novelty":114,"quality":114,"actionability":114,"composite":5363,"reasoning":5488},"Category: Software Engineering. The article addresses the evolving challenges in code review due to AI-generated code, which is a pressing issue for developers integrating AI into their workflows. It provides actionable strategies like risk-based triage and heterogeneous review, which are directly applicable to improving developer productivity.","\u002Fsummaries\u002Fa47ceb03ad3b8ef0-the-verification-bottleneck-rethinking-code-review-summary","2026-06-15 12:57:07",{"title":5384,"description":89},{"loc":5489},"a47ceb03ad3b8ef0","Addy Osmani Blog","https:\u002F\u002Faddyosmani.com\u002Fblog\u002Fagentic-code-review\u002F","summaries\u002Fa47ceb03ad3b8ef0-the-verification-bottleneck-rethinking-code-review-summary",[130,5498,131,133],"agents","AI has shifted the bottleneck from writing code to verifying it. Because AI generates code at machine speed but humans review at human speed, teams must move from 'review everything' to risk-based, automated triage.",[131,133],"o9BlcMMK4RNaeUxWExgzlJuvtlnGuW60CtAYatYu6Qk"]