> ## Documentation Index > Fetch the complete documentation index at: https://docs.keyapi.ai/llms.txt > Use this file to discover all available pages before exploring further. # 获取Reddit APP动态搜索结果 > 获取Reddit APP动态搜索,支持搜索帖子、社区、评论、媒体和用户。 `注意： - community和people类型不支持sort和time_range参数 - COMMENTS排序方式仅适用于post类型 - time_range参数仅适用于post和media类型
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## OpenAPI ````yaml zh/reddit.zh.openapi.json GET /v1/reddit/fetch_dynamic_search openapi: 3.0.1 info: title: Reddit API 中文文档 description: Reddit API 的中文参考文档，包含接口用途、参数说明、响应状态和示例结构。 version: 1.0.0 servers: - url: https://api.keyapi.ai description: Production security: - JWT Bearer: [] tags: [] paths: /v1/reddit/fetch_dynamic_search: get: tags: [] summary: 获取Reddit APP动态搜索结果 description: |- 获取Reddit APP动态搜索,支持搜索帖子、社区、评论、媒体和用户。 `注意： - community和people类型不支持sort和time_range参数 - COMMENTS排序方式仅适用于post类型 - time_range参数仅适用于post和media类型 parameters: - name: query in: query description: 搜索关键词 required: true example: python programming schema: type: string example: python programming - name: search_type in: query description: |- 搜索类型，可选值： post: 搜索帖子(默认) community: 搜索社区/版块 comment: 搜索评论 media: 搜索媒体(图片/视频/GIF) people: 搜索用户 required: false example: post schema: type: string default: post - name: sort in: query description: |- 排序方式(仅适用于post/comment/media类型),可选值： RELEVANCE: 相关性 HOT: 热门 TOP: 最受欢迎 NEW: 最新 COMMENTS: 评论数(仅适用于post类型) required: false example: RELEVANCE schema: type: string default: RELEVANCE - name: time_range in: query description: |- 时间范围(仅适用于post/media类型),可选值: all: 所有时间 year: 去年 month: 上个月 week: 上周 day: 今天 hour: 过去1小时 required: false example: all schema: type: string - name: safe_search in: query description: '安全搜索设置，可选值: unset（未设置）, strict（严格模式）' required: false example: unset schema: type: string default: unset - name: allow_nsfw in: query description: 是否允许显示NSFW(成人)内容，可选值:0（表示不允许）, 1（表示不允许） required: false example: '0' schema: type: string default: '0' - name: after in: query description: 分页参数，获取下一页时使用 required: false schema: type: string - name: need_format in: query description: 是否需要清洗数据 required: false example: 'false' schema: type: boolean default: false responses: '200': description: 请求成功 content: application/json: schema: type: object properties: {} example: code: 0 message: success data: search: dynamic: components: __typename: SearchResultsMainLayout appliedState: __typename: SearchAppliedState pane: posts filters: - key: component value: SearchAppliedState - key: experience_selection value: post - key: safe_search value: unset - key: sort value: RELEVANCE - key: structure_type value: search - key: time_range value: all main: edges: - cursor: '' node: __typename: SearchListComponent presentation: __typename: SearchListComponentDefaultPresentation isDefaultPresentation: false behaviors: header: null children: - __typename: SearchPost post: __typename: SubredditPost id: t3_1rqoj2z createdAt: 2026-03-11T08:56:07.280000+0000 editedAt: null postTitle: >- Zero programming knowledge, but I want to learn Python. Where do I start in 2026? url: >- https://www.reddit.com/r/learnpython/comments/1rqoj2z/zero_programming_knowledge_but_i_want_to_learn/ content: markdown: >- Hi everyone, I have **zero** prior experience with programming and honestly it feels a bit overwhelming looking at the mountain of resources out there. Im a Systems Encoder looking to automate my workflow. My job is 100% data encoding, and I want to use Python to build scripts that can handle these repetitive tasks for me, I also want to transition to another job because of low salary. Since I’m starting from absolute scratch: 1. What is the best "First Step" for someone who doesn't even know anything? 2. Are there any specific courses (free or paid) 3. What’s a realistic amount of time to spend per day so I don't burn out? richtext: >- {"document":[{"c":[{"e":"text","t":"Hi everyone,"}],"e":"par"},{"c":[{"e":"text","f":[[1,7,4]],"t":"I have zero prior experience with programming and honestly it feels a bit overwhelming looking at the mountain of resources out there."}],"e":"par"},{"c":[{"e":"text","t":"Im a Systems Encoder looking to automate my workflow. My job is 100% data encoding, and I want to use Python to build scripts that can handle these repetitive tasks for me, I also want to transition to another job because of low salary."}],"e":"par"},{"c":[{"e":"text","t":"Since I\’m starting from absolute scratch:"}],"e":"par"},{"c":[{"c":[{"c":[{"e":"text","t":"What is the best \"First Step\" for someone who doesn't even know anything?"}],"e":"par"}],"e":"li"},{"c":[{"c":[{"e":"text","t":"Are there any specific courses (free or paid)"}],"e":"par"}],"e":"li"},{"c":[{"c":[{"e":"text","t":"What\’s a realistic amount of time to spend per day so I don't burn out?"}],"e":"par"}],"e":"li"}],"e":"list","o":true}]} html: >- Hi everyone, I have zero prior experience with programming and honestly it feels a bit overwhelming looking at the mountain of resources out there. Im a Systems Encoder looking to automate my workflow. My job is 100% data encoding, and I want to use Python to build scripts that can handle these repetitive tasks for me, I also want to transition to another job because of low salary. Since I’m starting from absolute scratch: What is the best "First Step" for someone who doesn't even know anything? Are there any specific courses (free or paid) What’s a realistic amount of time to spend per day so I don't burn out? richtextMedia: [] preview: >- Hi everyone, I have zero prior experience with programming and honestly it feels a bit overwhelming looking at the mountain of resources out there. Im a Systems Encoder looking to automate my workflow. My job is 100% data encoding, and I want to use Python to build scripts that can handle these repe domain: self.learnpython isSpoiler: false isNsfw: false isCommercialCommunication: false isLocked: false isSaved: false isReactAllowed: false isHidden: false isGildable: true isCrosspostable: true isScoreHidden: false isArchived: false isStickied: false isPollIncluded: false poll: null isFollowed: false awardings: [] isContestMode: false distinguishedAs: null voteState: NONE score: 92 commentCount: 50 viewCount: null authorFlair: null flair: null authorInfo: __typename: Redditor id: t2_8yewgqeb name: Effective-Sorbet-133 isBlocked: false isCakeDayNow: false newIcon: __typename: MediaSource url: >- https://www.redditstatic.com/avatars/defaults/v2/avatar_default_3.png dimensions: width: 256 height: 256 iconSmall: __typename: MediaSource url: >- https://www.redditstatic.com/avatars/defaults/v2/avatar_default_3.png dimensions: width: 256 height: 256 snoovatarIcon: null profile: isNsfw: false accountType: USER isThumbnailEnabled: false thumbnail: null media: null moderationInfo: null suggestedCommentSort: null permalink: >- /r/learnpython/comments/1rqoj2z/zero_programming_knowledge_but_i_want_to_learn/ isSelfPost: true postHint: null postEventInfo: null gallery: null subreddit: id: t5_2r8ot name: learnpython __typename: Subreddit prefixedName: r/learnpython isQuarantined: false title: Python Education type: PUBLIC subscribersCount: 1005738 isNsfw: false isSubscribed: false isThumbnailsEnabled: false styles: icon: >- https://styles.redditmedia.com/t5_2r8ot/styles/communityIcon_jwr5s7l5ici61.png?width=64&height=64&frame=1&auto=webp&crop=64:64,smart&s=56617af7843e83c4edf2da895264288df79ff0fa legacyIcon: null primaryColor: '#0079D3' bannerBackgroundImage: null legacyPrimaryColor: '#24A0ED' modPermissions: null communityStatus: null isTitleSafe: true isUserBanned: false tippingStatus: null whitelistStatus: ALL_ADS outboundLink: url: >- https://www.reddit.com/r/learnpython/comments/1rqoj2z/zero_programming_knowledge_but_i_want_to_learn/ expiresAt: 2026-03-12T12:03:46.013624+0000 upvoteRatio: 0.8770491803278688 reactedFrom: null attributionInfo: null crowdControlLevel: 'OFF' isCrowdControlFilterEnabled: false languageCode: en isTranslatable: false isTranslated: false translatedLanguage: null removedByCategory: null crosspostRoot: null behaviors: community: __typename: SearchCommunityNavigationBehavior id: t5_2r8ot name: learnpython telemetry: __typename: SearchElementTelemetry trackingContext: __typename: SearchTelemetryTrackingContext search: isNsfw: false range: all safeSearch: UNAVAILABLE scope: id: null name: null path: / type: GLOBAL snippet: null snippetId: null sort: RELEVANCE query: python programming queryID: 5140e0ac-d32a-49bc-b00e-30487d039c39 actionInfo: paneName: posts position: 0 reason: null type: community relativePosition: 0 post: id: t3_1rqoj2z isNsfw: false isSpoiler: false title: >- Zero programming knowledge, but I want to learn Python. 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Where do I start in 2026? type: TEXT subreddit: id: t5_2r8ot isNsfw: false isQuarantined: false name: learnpython metaSearch: null profile: null answers: null events: - source: search action: click noun: post trigger: CLICK triggerConfiguration: null profile: __typename: SearchProfileNavigationBehavior id: t5_8l8xvp name: u_Effective-Sorbet-133 telemetry: __typename: SearchElementTelemetry trackingContext: __typename: SearchTelemetryTrackingContext search: isNsfw: false range: all safeSearch: UNAVAILABLE scope: id: null name: null path: / type: GLOBAL snippet: null snippetId: null sort: RELEVANCE query: python programming queryID: 5140e0ac-d32a-49bc-b00e-30487d039c39 actionInfo: paneName: posts position: 0 reason: null type: profile relativePosition: 0 post: id: t3_1rqoj2z isNsfw: false isSpoiler: false title: >- Zero programming knowledge, but I want to learn Python. 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Where do I start in 2026? type: TEXT subreddit: id: t5_2r8ot isNsfw: false isQuarantined: false name: learnpython metaSearch: null profile: null answers: null events: - source: search action: click noun: post trigger: CLICK triggerConfiguration: null telemetry: __typename: SearchElementTelemetry trackingContext: __typename: SearchTelemetryTrackingContext search: isNsfw: false range: all safeSearch: UNAVAILABLE scope: id: null name: null path: / type: GLOBAL snippet: null snippetId: null sort: RELEVANCE query: python programming queryID: 5140e0ac-d32a-49bc-b00e-30487d039c39 actionInfo: paneName: posts position: 0 reason: null type: null relativePosition: 0 post: id: t3_1rqoj2z isNsfw: false isSpoiler: false title: >- Zero programming knowledge, but I want to learn Python. Where do I start in 2026? type: TEXT subreddit: id: t5_2r8ot isNsfw: false isQuarantined: false name: learnpython metaSearch: null profile: null answers: null events: - source: search action: view noun: post trigger: VIEW triggerConfiguration: null - source: post action: consume noun: post trigger: CONSUME triggerConfiguration: null - source: post action: leave noun: post trigger: LEAVE triggerConfiguration: null - __typename: SearchPost post: __typename: SubredditPost id: t3_1ritmiw createdAt: 2026-03-02T14:02:03.258000+0000 editedAt: 2026-03-02T14:05:15.940000+0000 postTitle: >- Does it still make sense to learn python or any programming language in 2026 url: >- https://www.reddit.com/r/learnpython/comments/1ritmiw/does_it_still_make_sense_to_learn_python_or_any/ content: markdown: >+ I’m sitting here looking at my mentees and for the first time in my career, I’m genuinely questioning the path I’m putting them on. I’ve been a seasoned pythonista for years, currently at FAANG, so I’ve seen the industry go through plenty of cycles, but 2026 feels like a total break from reality. We used to treat programming like a craft you had to sweat over, but now that the tools are doing the heavy lifting, I’m wondering if we’re just teaching people to maintain a dying language. I want to hear from the people actually trying to break in right now. What does the market look like from your perspective? Are you finding that deep Python knowledge actually gets you a seat at the table, or are companies just looking for someone who can glue AI modules together? I’m asking because my perspective is skewed by being on the inside for so long. I want the raw version of what it’s like to be a junior today. Is the struggle to learn syntax and architecture still worth it when the barrier to entry seems to be vanishing and the ceiling is lowering at the same time? Tell me if I’m being a cynic or if you’re actually seeing a future where being a coder is still a distinct, valuable skill set. If you just landed your first job or you’re currently hunting, how much of your actual day is spent thinking about logic versus just managing the output of a machine? I'm trying to figure out if I'm preparing these guys for a career or just a temporary gig before the role of "programmer" disappears entirely. richtext: >- {"document":[{"c":[{"e":"text","t":"I\’m sitting here looking at my mentees and for the first time in my career, I\’m genuinely questioning the path I\’m putting them on."}],"e":"par"},{"c":[{"e":"text","t":"I\’ve been a seasoned pythonista for years, currently at FAANG, so I\’ve seen the industry go through plenty of cycles, but 2026 feels like a total break from reality."}],"e":"par"},{"c":[{"e":"text","t":"We used to treat programming like a craft you had to sweat over, but now that the tools are doing the heavy lifting, I\’m wondering if we\’re just teaching people to maintain a dying language."}],"e":"par"},{"c":[{"e":"text","t":"I want to hear from the people actually trying to break in right now. What does the market look like from your perspective? Are you finding that deep Python knowledge actually gets you a seat at the table, or are companies just looking for someone who can glue AI modules together?"}],"e":"par"},{"c":[{"e":"text","t":"I\’m asking because my perspective is skewed by being on the inside for so long. I want the raw version of what it\’s like to be a junior today."}],"e":"par"},{"c":[{"e":"text","t":"Is the struggle to learn syntax and architecture still worth it when the barrier to entry seems to be vanishing and the ceiling is lowering at the same time? Tell me if I\’m being a cynic or if you\’re actually seeing a future where being a coder is still a distinct, valuable skill set."}],"e":"par"},{"c":[{"e":"text","t":"If you just landed your first job or you\’re currently hunting, how much of your actual day is spent thinking about logic versus just managing the output of a machine? I'm trying to figure out if I'm preparing these guys for a career or just a temporary gig before the role of \"programmer\" disappears entirely."}],"e":"par"}]} html: >- I’m sitting here looking at my mentees and for the first time in my career, I’m genuinely questioning the path I’m putting them on. I’ve been a seasoned pythonista for years, currently at FAANG, so I’ve seen the industry go through plenty of cycles, but 2026 feels like a total break from reality. We used to treat programming like a craft you had to sweat over, but now that the tools are doing the heavy lifting, I’m wondering if we’re just teaching people to maintain a dying language. I want to hear from the people actually trying to break in right now. What does the market look like from your perspective? Are you finding that deep Python knowledge actually gets you a seat at the table, or are companies just looking for someone who can glue AI modules together? I’m asking because my perspective is skewed by being on the inside for so long. I want the raw version of what it’s like to be a junior today. Is the struggle to learn syntax and architecture still worth it when the barrier to entry seems to be vanishing and the ceiling is lowering at the same time? Tell me if I’m being a cynic or if you’re actually seeing a future where being a coder is still a distinct, valuable skill set. If you just landed your first job or you’re currently hunting, how much of your actual day is spent thinking about logic versus just managing the output of a machine? I'm trying to figure out if I'm preparing these guys for a career or just a temporary gig before the role of "programmer" disappears entirely. richtextMedia: [] preview: >- I’m sitting here looking at my mentees and for the first time in my career, I’m genuinely questioning the path I’m putting them on. I’ve been a seasoned pythonista for years, currently at FAANG, so I’ve seen the industry go through plenty of cycles, but 2026 feels like a total break from reality. We domain: self.learnpython isSpoiler: false isNsfw: false isCommercialCommunication: false isLocked: false isSaved: false isReactAllowed: false isHidden: false isGildable: true isCrosspostable: true isScoreHidden: false isArchived: false isStickied: false isPollIncluded: false poll: null isFollowed: false awardings: [] isContestMode: false distinguishedAs: null voteState: NONE score: 349 commentCount: 140 viewCount: null authorFlair: null flair: null authorInfo: __typename: Redditor id: t2_jwo6n name: chou404 isBlocked: false isCakeDayNow: false newIcon: __typename: MediaSource url: >- https://www.redditstatic.com/avatars/defaults/v2/avatar_default_7.png dimensions: width: 256 height: 256 iconSmall: __typename: MediaSource url: >- https://www.redditstatic.com/avatars/defaults/v2/avatar_default_7.png dimensions: width: 256 height: 256 snoovatarIcon: null profile: isNsfw: false accountType: USER isThumbnailEnabled: false thumbnail: null media: null moderationInfo: null suggestedCommentSort: null permalink: >- /r/learnpython/comments/1ritmiw/does_it_still_make_sense_to_learn_python_or_any/ isSelfPost: true postHint: null postEventInfo: null gallery: null subreddit: id: t5_2r8ot name: learnpython __typename: Subreddit prefixedName: r/learnpython isQuarantined: false title: Python Education type: PUBLIC subscribersCount: 1005738 isNsfw: false isSubscribed: false isThumbnailsEnabled: false styles: icon: >- https://styles.redditmedia.com/t5_2r8ot/styles/communityIcon_jwr5s7l5ici61.png?width=64&height=64&frame=1&auto=webp&crop=64:64,smart&s=56617af7843e83c4edf2da895264288df79ff0fa legacyIcon: null primaryColor: '#0079D3' bannerBackgroundImage: null legacyPrimaryColor: '#24A0ED' modPermissions: null communityStatus: null isTitleSafe: true isUserBanned: false tippingStatus: null whitelistStatus: ALL_ADS outboundLink: url: >- https://www.reddit.com/r/learnpython/comments/1ritmiw/does_it_still_make_sense_to_learn_python_or_any/ expiresAt: 2026-03-12T12:03:46.013882+0000 upvoteRatio: 0.8066783831282952 reactedFrom: null attributionInfo: null crowdControlLevel: 'OFF' isCrowdControlFilterEnabled: false languageCode: en isTranslatable: false isTranslated: false translatedLanguage: null removedByCategory: null crosspostRoot: null behaviors: community: __typename: SearchCommunityNavigationBehavior id: t5_2r8ot name: learnpython telemetry: __typename: SearchElementTelemetry trackingContext: __typename: SearchTelemetryTrackingContext search: isNsfw: false range: all safeSearch: UNAVAILABLE scope: id: null name: null path: / type: GLOBAL snippet: null snippetId: null sort: RELEVANCE query: python programming queryID: 5140e0ac-d32a-49bc-b00e-30487d039c39 actionInfo: paneName: posts position: 1 reason: null type: community relativePosition: 1 post: id: t3_1ritmiw isNsfw: false isSpoiler: false title: >- Does it still make sense to learn python or any programming language in 2026 type: TEXT subreddit: id: t5_2r8ot isNsfw: false isQuarantined: false name: learnpython metaSearch: null profile: null answers: null events: - source: search action: click noun: post trigger: CLICK triggerConfiguration: null default: __typename: SearchPDPNavigationBehavior id: t3_1ritmiw telemetry: __typename: SearchElementTelemetry trackingContext: __typename: SearchTelemetryTrackingContext search: isNsfw: false range: all safeSearch: UNAVAILABLE scope: id: null name: null path: / type: GLOBAL snippet: null snippetId: null sort: RELEVANCE query: python programming queryID: 5140e0ac-d32a-49bc-b00e-30487d039c39 actionInfo: paneName: posts position: 1 reason: null type: post relativePosition: 1 post: id: t3_1ritmiw isNsfw: false isSpoiler: false title: >- Does it still make sense to learn python or any programming language in 2026 type: TEXT subreddit: id: t5_2r8ot isNsfw: false isQuarantined: false name: learnpython metaSearch: null profile: null answers: null events: - source: search action: click noun: post trigger: CLICK triggerConfiguration: null profile: __typename: SearchProfileNavigationBehavior id: t5_1nz6vg name: u_chou404 telemetry: __typename: SearchElementTelemetry trackingContext: __typename: SearchTelemetryTrackingContext search: isNsfw: false range: all safeSearch: UNAVAILABLE scope: id: null name: null path: / type: GLOBAL snippet: null snippetId: null sort: RELEVANCE query: python programming queryID: 5140e0ac-d32a-49bc-b00e-30487d039c39 actionInfo: paneName: posts position: 1 reason: null type: profile relativePosition: 1 post: id: t3_1ritmiw isNsfw: false isSpoiler: false title: >- Does it still make sense to learn python or any programming language in 2026 type: TEXT subreddit: id: t5_2r8ot isNsfw: false isQuarantined: false name: learnpython metaSearch: null profile: null answers: null events: - source: search action: click noun: post trigger: CLICK triggerConfiguration: null thumbnail: __typename: SearchPDPNavigationBehavior id: t3_1ritmiw telemetry: __typename: SearchElementTelemetry trackingContext: __typename: SearchTelemetryTrackingContext search: isNsfw: false range: all safeSearch: UNAVAILABLE scope: id: null name: null path: / type: GLOBAL snippet: null snippetId: null sort: RELEVANCE query: python programming queryID: 5140e0ac-d32a-49bc-b00e-30487d039c39 actionInfo: paneName: posts position: 1 reason: null type: thumbnail relativePosition: 1 post: id: t3_1ritmiw isNsfw: false isSpoiler: false title: >- Does it still make sense to learn python or any programming language in 2026 type: TEXT subreddit: id: t5_2r8ot isNsfw: false isQuarantined: false name: learnpython metaSearch: null profile: null answers: null events: - source: search action: click noun: post trigger: CLICK triggerConfiguration: null telemetry: __typename: SearchElementTelemetry trackingContext: __typename: SearchTelemetryTrackingContext search: isNsfw: false range: all safeSearch: UNAVAILABLE scope: id: null name: null path: / type: GLOBAL snippet: null snippetId: null sort: RELEVANCE query: python programming queryID: 5140e0ac-d32a-49bc-b00e-30487d039c39 actionInfo: paneName: posts position: 1 reason: null type: null relativePosition: 1 post: id: t3_1ritmiw isNsfw: false isSpoiler: false title: >- Does it still make sense to learn python or any programming language in 2026 type: TEXT subreddit: id: t5_2r8ot isNsfw: false isQuarantined: false name: learnpython metaSearch: null profile: null answers: null events: - source: search action: view noun: post trigger: VIEW triggerConfiguration: null - source: post action: consume noun: post trigger: CONSUME triggerConfiguration: null - source: post action: leave noun: post trigger: LEAVE triggerConfiguration: null - __typename: SearchPost post: __typename: SubredditPost id: t3_1qpq3cc createdAt: 2026-01-28T22:24:43.579000+0000 editedAt: null postTitle: >- (Rant) AI is killing programming and the Python community url: >- https://www.reddit.com/r/Python/comments/1qpq3cc/rant_ai_is_killing_programming_and_the_python/ content: markdown: >- I'm sorry but it has to come out. We are experiencing an endless sleep paralysis and it is getting worse and worse. Before, when we wanted to code in Python, it was simple: either we read the documentation and available resources, or we asked the community for help, roughly that was it. The advantage was that stupidly copying/pasting code often led to errors, so you had to take the time to understand, review, modify and test your program. Since the arrival of ChatGPT-type AI, programming has taken a completely different turn. We see new coders appear with a few months of experience in programming with Python who give us projects of 2000 lines of code with an absent version manager (no rigor in the development and maintenance of the code), comments always boats that smell the AI from miles around, a .md boat also where we always find this logic specific to the AI and especially a program that is not understood by its own developer. I have been coding in Python for 8 years, I am 100% self-taught and yet I am stunned by the deplorable quality of some AI-doped projects. In fact, we are witnessing a massive arrival of new projects that are basically super cool and that are in the end absolutely null because we realize that the developer does not even master the subject he deals with in his program, he understands that 30% of his code, the code is not optimized at all and there are more "import" lines than algorithms thought and thought out for this project. I see it and I see it personally in the science given in Python where the devs will design a project that by default is interesting, but by analyzing the repository we discover that the project is strongly inspired by another project which, by the way, was itself inspired by another project. I mean, being inspired is ok, but here we are more in cloning than in the creation of a project with real added value. So in 2026 we find ourselves with posts from people with a super innovative and technical project that even a senior dev would have trouble developing alone and looking more closely it sounds hollow, the performance is chaotic, security on some projects has become optional. the program has a null optimization that uses multithreads without knowing what it is or why. At this point, reverse engineering will no longer even need specialized software as the errors will be aberrant. I'm not even talking about the optimization of SQL queries that makes you dizzy. Finally, you will have understood, I am disgusted by this minority (I hope) of dev who are boosted with AI. AI is good, but you have to know how to use it intelligently and with hindsight and a critical mind, but some take it for a senior Python dev. Subreddits like this are essential, and I hope that devs will continue to take the time to inquire by exploring community posts instead of systematically choosing ease and giving blind trust to an AI chat. richtext: >- {"document":[{"c":[{"e":"text","t":"I'm sorry but it has to come out."}],"e":"par"},{"c":[{"e":"text","t":"We are experiencing an endless sleep paralysis and it is getting worse and worse."}],"e":"par"},{"c":[{"e":"text","t":"Before, when we wanted to code in Python, it was simple: either we read the documentation and available resources, or we asked the community for help, roughly that was it."}],"e":"par"},{"c":[{"e":"text","t":"The advantage was that stupidly copying/pasting code often led to errors, so you had to take the time to understand, review, modify and test your program."}],"e":"par"},{"c":[{"e":"text","t":"Since the arrival of ChatGPT-type AI, programming has taken a completely different turn."}],"e":"par"},{"c":[{"e":"text","t":"We see new coders appear with a few months of experience in programming with Python who give us projects of 2000 lines of code with an absent version manager (no rigor in the development and maintenance of the code), comments always boats that smell the AI from miles around, a .md boat also where we always find this logic specific to the AI and especially a program that is not understood by its own developer."}],"e":"par"},{"c":[{"e":"text","t":"I have been coding in Python for 8 years, I am 100% self-taught and yet I am stunned by the deplorable quality of some AI-doped projects."}],"e":"par"},{"c":[{"e":"text","t":"In fact, we are witnessing a massive arrival of new projects that are basically super cool and that are in the end absolutely null because we realize that the developer does not even master the subject he deals with in his program, he understands that 30% of his code, the code is not optimized at all and there are more \"import\" lines than algorithms thought and thought out for this project."}],"e":"par"},{"c":[{"e":"text","t":"I see it and I see it personally in the science given in Python where the devs will design a project that by default is interesting, but by analyzing the repository we discover that the project is strongly inspired by another project which, by the way, was itself inspired by another project. I mean, being inspired is ok, but here we are more in cloning than in the creation of a project with real added value."}],"e":"par"},{"c":[{"e":"text","t":"So in 2026 we find ourselves with posts from people with a super innovative and technical project that even a senior dev would have trouble developing alone and looking more closely it sounds hollow, the performance is chaotic, security on some projects has become optional. the program has a null optimization that uses multithreads without knowing what it is or why. At this point, reverse engineering will no longer even need specialized software as the errors will be aberrant. I'm not even talking about the optimization of SQL queries that makes you dizzy."}],"e":"par"},{"c":[{"e":"text","t":"Finally, you will have understood, I am disgusted by this minority (I hope) of dev who are boosted with AI."}],"e":"par"},{"c":[{"e":"text","t":"AI is good, but you have to know how to use it intelligently and with hindsight and a critical mind, but some take it for a senior Python dev."}],"e":"par"},{"c":[{"e":"text","t":"Subreddits like this are essential, and I hope that devs will continue to take the time to inquire by exploring community posts instead of systematically choosing ease and giving blind trust to an AI chat."}],"e":"par"}]} html: >- I'm sorry but it has to come out. We are experiencing an endless sleep paralysis and it is getting worse and worse. Before, when we wanted to code in Python, it was simple: either we read the documentation and available resources, or we asked the community for help, roughly that was it. The advantage was that stupidly copying/pasting code often led to errors, so you had to take the time to understand, review, modify and test your program. Since the arrival of ChatGPT-type AI, programming has taken a completely different turn. We see new coders appear with a few months of experience in programming with Python who give us projects of 2000 lines of code with an absent version manager (no rigor in the development and maintenance of the code), comments always boats that smell the AI from miles around, a .md boat also where we always find this logic specific to the AI and especially a program that is not understood by its own developer. I have been coding in Python for 8 years, I am 100% self-taught and yet I am stunned by the deplorable quality of some AI-doped projects. In fact, we are witnessing a massive arrival of new projects that are basically super cool and that are in the end absolutely null because we realize that the developer does not even master the subject he deals with in his program, he understands that 30% of his code, the code is not optimized at all and there are more "import" lines than algorithms thought and thought out for this project. I see it and I see it personally in the science given in Python where the devs will design a project that by default is interesting, but by analyzing the repository we discover that the project is strongly inspired by another project which, by the way, was itself inspired by another project. I mean, being inspired is ok, but here we are more in cloning than in the creation of a project with real added value. So in 2026 we find ourselves with posts from people with a super innovative and technical project that even a senior dev would have trouble developing alone and looking more closely it sounds hollow, the performance is chaotic, security on some projects has become optional. the program has a null optimization that uses multithreads without knowing what it is or why. At this point, reverse engineering will no longer even need specialized software as the errors will be aberrant. I'm not even talking about the optimization of SQL queries that makes you dizzy. Finally, you will have understood, I am disgusted by this minority (I hope) of dev who are boosted with AI. AI is good, but you have to know how to use it intelligently and with hindsight and a critical mind, but some take it for a senior Python dev. Subreddits like this are essential, and I hope that devs will continue to take the time to inquire by exploring community posts instead of systematically choosing ease and giving blind trust to an AI chat. richtextMedia: [] preview: >- I'm sorry but it has to come out. We are experiencing an endless sleep paralysis and it is getting worse and worse. Before, when we wanted to code in Python, it was simple: either we read the documentation and available resources, or we asked the community for help, roughly that was it. 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source: search action: click noun: tab trigger: CLICK triggerConfiguration: null filterModal: null telemetry: __typename: SearchElementTelemetry trackingContext: __typename: SearchTelemetryTrackingContext search: isNsfw: false range: all safeSearch: UNAVAILABLE scope: id: null name: null path: / type: GLOBAL snippet: null snippetId: null sort: RELEVANCE query: python programming queryID: 5140e0ac-d32a-49bc-b00e-30487d039c39 actionInfo: paneName: posts position: null reason: null type: null relativePosition: null post: null subreddit: null metaSearch: null profile: null answers: null events: - source: search action: load noun: feed trigger: LOAD triggerConfiguration: null - source: search action: view noun: dwell trigger: DWELL triggerConfiguration: timerDurations: - 3000 - 5000 - 10000 - 15000 - 30000 requestId: 0dbb75e6-4e94-44b2-a1c9-80f32be9aa01 headers: {} '400': description: 请求参数错误，请检查必填字段和参数格式 content: application/json: schema: type: object example: code: 400 data: null message: 'Missing required parameter: handle' '401': description: 鉴权失败，请检查 Authorization Header 中的 Bearer Token 或 API Key 是否有效 content: application/json: schema: type: object example: code: 401 data: null message: apiKey is null '402': description: 账户余额或额度不足 content: application/json: schema: type: object example: code: 402 data: null message: apiKey quota is not enough '429': description: 请求过于频繁，已触发限流 content: application/json: schema: type: object example: code: 429 data: null message: qps limit exceeded '500': description: 服务器内部错误，请稍后重试 content: application/json: schema: type: object example: code: 500 data: null message: Internal server error deprecated: false security: - JWT Bearer: [] x-codeSamples: - lang: curl label: cURL source: |- curl --request GET \ --url 'https://api.keyapi.ai/v1/reddit/fetch_dynamic_search?query=python+programming&search_type=post&sort=RELEVANCE&time_range=all&safe_search=unset&allow_nsfw=0&need_format=false' \ --header 'Authorization: Bearer ' - lang: python label: Python source: |- import requests response = requests.get( 'https://api.keyapi.ai/v1/reddit/fetch_dynamic_search', params={"query": "python programming", "search_type": "post", "sort": "RELEVANCE", "time_range": "all", "safe_search": "unset", "allow_nsfw": "0", "need_format": "false"}, headers={'Authorization': 'Bearer '} ) print(response.json()) - lang: javascript label: JavaScript source: >- const params = new URLSearchParams({"query": "python programming", "search_type": "post", "sort": "RELEVANCE", "time_range": "all", "safe_search": "unset", "allow_nsfw": "0", "need_format": "false"}); const response = await fetch(`https://api.keyapi.ai/v1/reddit/fetch_dynamic_search?${params}`, { method: 'GET', headers: { 'Authorization': 'Bearer ' } }); const data = await response.json(); console.log(data); components: securitySchemes: JWT Bearer: type: http scheme: bearer bearerFormat: JWT description: |- 接口鉴权凭证。请在请求 Header 中传入 `Authorization: Bearer `。 可在 [Dashboard](https://keyapi.ai/app/dashboard) 获取你的 API Key。 ````