https://programmerthailand.com สังคมนักเขียนโปรแกรมในประเทศไทย เดินทางมาถึงตอนสุดท้ายของซีรีส์ "AI Vibe Coding" แล้ว ตลอด 49 ตอนที่ผ่านมา เราเริ่มจากคำถามง่าย ๆ ว่า Vibe Coding คืออะไร...
]]> https://programmerthailand.com/tutorial/post/view?id=390 Tue, 27 Oct 2026 12:00:00 +0700 ถ้าคุณอ่านเรื่อง LLM API มาพอสมควรแล้ว และอยากลองใส่ฟีเจอร์ AI จริงลงในเว็บ Yii2 สักตัว ฟีเจอร์ "สรุปข้อความยาว"...
]]> https://programmerthailand.com/tutorial/post/view?id=389 Tue, 27 Oct 2026 08:00:00 +0700 ตีสองคืนวันศุกร์ ระบบแจ้งเตือนว่าเว็บตอบช้าและมี error 502 เป็นระยะ คุณเปิด log ขึ้นมาเจอหลายหมื่นบรรทัดจาก nginx,...
]]> https://programmerthailand.com/tutorial/post/view?id=388 Mon, 26 Oct 2026 19:00:00 +0700 ถ้าคุณเคยสั่ง AI ว่า "ทำระบบค้นหาบทความให้หน่อย" แล้วได้โค้ดที่ค้นได้แค่ชื่อเรื่อง...
]]> https://programmerthailand.com/tutorial/post/view?id=387 Mon, 26 Oct 2026 12:00:00 +0700 หลายคนเริ่มใช้ AI เขียนโค้ดด้วยการพิมพ์คำสั่งยาวหนึ่งย่อหน้าแล้วหวังว่าจะได้ระบบที่เสร็จสมบูรณ์...
]]> https://programmerthailand.com/tutorial/post/view?id=386 Mon, 26 Oct 2026 08:00:00 +0700 สำหรับ senior developer การมาของ AI ในงานเขียนโค้ดเปลี่ยนงานประจำวันไปไม่น้อย งานที่เคยกินเวลา เช่น เขียน boilerplate...
]]> https://programmerthailand.com/tutorial/post/view?id=385 Sun, 25 Oct 2026 19:00:00 +0700 ถ้าคุณเพิ่งเริ่มทำงานเป็นนักพัฒนา หรือกำลังเรียนเขียนโปรแกรมอยู่ คงเคยมีคำถามในใจว่า "AI...
]]> https://programmerthailand.com/tutorial/post/view?id=384 Sun, 25 Oct 2026 12:00:00 +0700 เมื่อคนในทีมเริ่มใช้ AI กันเอง สิ่งที่ตามมามักไม่ใช่ปัญหาเทคนิค แต่เป็นความไม่ตรงกัน...
]]> https://programmerthailand.com/tutorial/post/view?id=383 Sun, 25 Oct 2026 08:00:00 +0700 เมื่อ AI เขียนโค้ดให้เราวันละหลายร้อยบรรทัด คำถามที่ตามมาคือ "โค้ดนี้เป็นของใคร"...
]]> https://programmerthailand.com/tutorial/post/view?id=382 Sat, 24 Oct 2026 19:00:00 +0700 คำถามที่ได้ยินบ่อยมากในทีมพัฒนาช่วงนี้คือ "เอาข้อมูลลูกค้าไปให้ AI ช่วยวิเคราะห์ได้ไหม" เช่น อยากให้ AI...
]]> https://programmerthailand.com/tutorial/post/view?id=381 Sat, 24 Oct 2026 12:00:00 +0700 เมื่อเริ่มทำฟีเจอร์ AI คำถามที่ตามมาเสมอคือ "ใช้โมเดลไหนดี"...
]]> https://programmerthailand.com/tutorial/post/view?id=380 Sat, 24 Oct 2026 08:00:00 +0700 หลายองค์กรอยากใช้ LLM ช่วยสรุปเอกสาร จัดหมวดคำร้อง หรือช่วยตอบคำถามภายใน...
]]> https://programmerthailand.com/tutorial/post/view?id=379 Fri, 23 Oct 2026 19:00:00 +0700 Jenkinsfile เป็นไฟล์ประเภทที่ AI เขียนได้คล่องมาก แต่ปัญหาคือมันมักดูถูกต้องจนกว่าจะรันจริง: เรียก step จาก plugin ที่ Jenkins...
]]> https://programmerthailand.com/tutorial/post/view?id=378 Fri, 23 Oct 2026 12:00:00 +0700 ขอให้ AI เขียน Dockerfile สำหรับโปรเจกต์ PHP แทบทุกครั้งจะได้ไฟล์ที่ build ผ่านและรันได้ แต่ถ้าอ่านดี ๆ มักพบ FROM php:latest,...
]]> https://programmerthailand.com/tutorial/post/view?id=377 Fri, 23 Oct 2026 08:00:00 +0700 Accessibility หรือ a11y คือการทำให้เว็บใช้งานได้กับทุกคน รวมถึงผู้ที่ใช้ screen reader ผู้ที่ใช้คีย์บอร์ดแทนเมาส์...
]]> https://programmerthailand.com/tutorial/post/view?id=376 Thu, 22 Oct 2026 19:00:00 +0700 เครื่องมือ AI หลายตัวรับภาพได้แล้ว การส่ง screenshot ของ mockup แล้วขอ HTML/CSS กลับมาจึงเป็นงานที่ทำได้เร็วมาก...
]]> https://programmerthailand.com/tutorial/post/view?id=375 Thu, 22 Oct 2026 12:00:00 +0700 เวลาขอให้ AI ช่วยทำฟีเจอร์ใหม่ สิ่งที่ตามมาบ่อยคือบรรทัด composer require ... หรือ npm install ... ที่เรา copy ไปรันแทบจะทันที...
]]> https://programmerthailand.com/tutorial/post/view?id=374 Thu, 22 Oct 2026 08:00:00 +0700 เคยไหมที่ AI ตอบมาอย่างมั่นใจว่า "ใช้เมธอดนี้ได้เลย" แต่พอรันแล้วเจอ Call to undefined method...
]]> https://programmerthailand.com/tutorial/post/view?id=373 Wed, 21 Oct 2026 19:00:00 +0700 Vibe Coding ทำให้เราได้ของที่รันได้เร็วมาก จนบางครั้งเผลอใช้มันกับทุกงาน...
]]> https://programmerthailand.com/tutorial/post/view?id=372 Wed, 21 Oct 2026 12:00:00 +0700 หลายคนลองให้ AI เขียนระบบ CRUD ทั้งก้อนตั้งแต่ศูนย์ แล้วพบว่าได้โค้ดที่หน้าตาคล้าย Yii2...
]]> https://programmerthailand.com/tutorial/post/view?id=371 Wed, 21 Oct 2026 08:00:00 +0700 อ่านเรื่องแนวคิดมาเยอะแล้ว บทนี้มาลงมือจริงกัน เราจะ vibe code แอป Todo แบบไฟล์เดียวด้วย HTML และ JavaScript ล้วน ไม่มี framework...
]]> https://programmerthailand.com/tutorial/post/view?id=370 Tue, 20 Oct 2026 19:00:00 +0700 Regular expression เป็นเครื่องมือที่นักพัฒนาส่วนใหญ่ใช้บ่อยแต่ไม่ค่อยมีใครจำ syntax ได้หมด จึงไม่แปลกที่หลายคนให้ AI...
]]> https://programmerthailand.com/tutorial/post/view?id=369 Tue, 20 Oct 2026 12:00:00 +0700 SQL เป็นงานที่ AI ช่วยได้ดีมาก ตั้งแต่เขียน query รายงานที่ join หลายตาราง ไปจนถึงอธิบายผล EXPLAIN ที่อ่านยาก แต่ SQL...
]]> https://programmerthailand.com/tutorial/post/view?id=368 Tue, 20 Oct 2026 08:00:00 +0700 หลายคนใช้ AI debug แบบนี้: คัดลอก error บรรทัดเดียวไปวาง ได้คำแนะนำมา ลองแก้ ไม่หาย วางใหม่ ได้คำแนะนำใหม่...
]]> https://programmerthailand.com/tutorial/post/view?id=367 Mon, 19 Oct 2026 19:00:00 +0700 เอกสารเป็นงานที่นักพัฒนาส่วนใหญ่รู้ว่าสำคัญแต่มักเลื่อนไปทำทีหลัง จนสุดท้ายไม่ได้ทำ...
]]> https://programmerthailand.com/tutorial/post/view?id=366 Mon, 19 Oct 2026 12:00:00 +0700 การ refactor คือการปรับโครงสร้างโค้ดให้ดีขึ้นโดยที่พฤติกรรมภายนอกต้องเหมือนเดิมทุกประการ ฟังดูง่าย...
]]> https://programmerthailand.com/tutorial/post/view?id=365 Mon, 19 Oct 2026 08:00:00 +0700 เวลาทำงานกับ AI ผู้ช่วยเขียนโค้ด สิ่งที่เปลี่ยนไปคือความเร็ว ในไม่กี่วินาที AI อาจแก้ไฟล์ไปสิบไฟล์...
]]> https://programmerthailand.com/tutorial/post/view?id=364 Sun, 18 Oct 2026 19:00:00 +0700 ถ้าคุณเคยอยากให้ AI ผู้ช่วยเขียนโค้ดอ่าน issue ในระบบของทีม ดู schema ฐานข้อมูลจริง หรือค้นเอกสารภายในบริษัท...
]]> https://programmerthailand.com/tutorial/post/view?id=363 Sun, 18 Oct 2026 12:00:00 +0700 ใครที่เอา AI API ขึ้น production มาสักพักจะเจออาการคุ้นเคย คือระบบทำงานดีตอนทดสอบ แต่พอมีผู้ใช้พร้อมกันเยอะ ๆ...
]]> https://programmerthailand.com/tutorial/post/view?id=362 Sun, 18 Oct 2026 08:00:00 +0700 หลายทีมเริ่มใช้ LLM ในระบบจริงแล้วพบว่าบิลสิ้นเดือนสูงกว่าที่คิดไว้มาก...
]]> https://programmerthailand.com/tutorial/post/view?id=361 Sat, 17 Oct 2026 19:00:00 +0700 ฟีเจอร์ AI มีนิสัยแปลกอย่างหนึ่ง คือแก้ prompt เพื่อให้คำถามข้อหนึ่งตอบดีขึ้น...
]]> https://programmerthailand.com/tutorial/post/view?id=360 Sat, 17 Oct 2026 12:00:00 +0700 งานจำนวนมากที่เราอยากให้ AI ช่วยไม่ใช่การคุย แต่คือการ ดึงข้อมูล เช่น...
]]> https://programmerthailand.com/tutorial/post/view?id=359 Sat, 17 Oct 2026 08:00:00 +0700 LLM เก่งเรื่องเข้าใจภาษาและเรียบเรียงคำตอบ แต่ไม่รู้ว่าสินค้าในร้านเราเหลือกี่ชิ้น ราคาวันนี้เท่าไร...
]]> https://programmerthailand.com/tutorial/post/view?id=358 Fri, 16 Oct 2026 19:00:00 +0700 คำตอบจาก LLM ที่ยาวสักหน่อยอาจใช้เวลาสร้างหลายวินาทีจนถึงหลายสิบวินาที...
]]> https://programmerthailand.com/tutorial/post/view?id=357 Fri, 16 Oct 2026 12:00:00 +0700 ถ้าระบบของคุณใช้ PostgreSQL อยู่แล้ว ไม่จำเป็นต้องเพิ่ม vector database อีกตัวเพื่อทำ semantic search หรือ RAG เพราะมี extension ชื่อ pgvector...
]]> https://programmerthailand.com/tutorial/post/view?id=356 Fri, 16 Oct 2026 08:00:00 +0700 ถ้าเคยทำช่องค้นหาด้วย LIKE '%คำค้น%' แล้วเจอลูกค้าพิมพ์ "รองเท้าใส่วิ่ง" แต่สินค้าในระบบชื่อ "running shoes"...
]]> https://programmerthailand.com/tutorial/post/view?id=355 Thu, 15 Oct 2026 19:00:00 +0700 ลองถาม AI ทั่วไปว่า "นโยบายคืนสินค้าของร้านเราเป็นยังไง" หรือ "ระบบ HR ของบริษัทลาพักร้อนได้กี่วัน"...
]]> https://programmerthailand.com/tutorial/post/view?id=354 Thu, 15 Oct 2026 12:00:00 +0700 หลายคนเริ่มต้นใช้ LLM ผ่าน SDK สำเร็จรูป ซึ่งสะดวก แต่พอมีปัญหา เช่น request ค้าง โดน rate limit หรือได้ response หน้าตาแปลก ๆ...
]]> https://programmerthailand.com/tutorial/post/view?id=353 Thu, 15 Oct 2026 08:00:00 +0700 พอเริ่มใช้ AI ช่วยเขียนโค้ดและเรียก LLM API จากระบบของเรา ของมีค่าชิ้นใหม่ก็เพิ่มเข้ามาในโปรเจกต์ นั่นคือ API key...
]]> https://programmerthailand.com/tutorial/post/view?id=352 Wed, 14 Oct 2026 19:00:00 +0700 ถ้าแอปของเราเอา LLM มาช่วยสรุปอีเมล ตอบแชตลูกค้า หรืออ่านหน้าเว็บแล้วทำงานต่อให้...
]]> https://programmerthailand.com/tutorial/post/view?id=351 Wed, 14 Oct 2026 12:00:00 +0700 AI เขียนโค้ดที่ "ทำงานได้" เร็วมาก แต่ทำงานได้กับปลอดภัยเป็นคนละเรื่องกัน เมื่อเราขอให้ AI...
]]> https://programmerthailand.com/tutorial/post/view?id=350 Wed, 14 Oct 2026 08:00:00 +0700 เมื่อ AI เขียนโค้ดได้เร็วขึ้นหลายเท่า คอขวดของทีมจะย้ายไปอยู่ที่การ review ถ้าเรา review แบบเดิม...
]]> https://programmerthailand.com/tutorial/post/view?id=349 Tue, 13 Oct 2026 19:00:00 +0700 ปัญหาใหญ่ของการให้ AI เขียนโค้ดคือ เราจะรู้ได้อย่างไรว่าโค้ดถูก AI บอกว่า "เสร็จแล้ว" ได้เสมอ...
]]> https://programmerthailand.com/tutorial/post/view?id=348 Tue, 13 Oct 2026 12:00:00 +0700 การให้ AI เขียน unit test เป็นงานที่ดูเหมือนง่ายและคุ้มที่สุดงานหนึ่ง สั่งไปประโยคเดียวก็ได้เทสต์มาหลายสิบเคส...
]]> https://programmerthailand.com/tutorial/post/view?id=347 Tue, 13 Oct 2026 08:00:00 +0700 งานที่นักพัฒนาหลายคนกลัวที่สุดไม่ใช่การเขียนระบบใหม่ แต่คือการรับช่วงระบบเก่าที่ไม่มีเอกสาร...
]]> https://programmerthailand.com/tutorial/post/view?id=346 Mon, 12 Oct 2026 19:00:00 +0700 เครื่องมือ AI สำหรับนักพัฒนามีหลายแบบมาก ตั้งแต่ตัวที่เติมโค้ดให้ทีละบรรทัดใน editor...
]]> https://programmerthailand.com/tutorial/post/view?id=345 Mon, 12 Oct 2026 12:00:00 +0700 เคยไหมที่ขอให้ AI เพิ่มฟีเจอร์เล็ก ๆ แล้วได้โค้ดที่เรียก method ที่ไม่มีในโปรเจกต์ ใช้ชื่อคอลัมน์ผิด...
]]> https://programmerthailand.com/tutorial/post/view?id=344 Mon, 12 Oct 2026 08:00:00 +0700 หลายคนลองให้ AI เขียนโค้ดแล้วผิดหวัง เพราะได้โค้ดที่ "ดูดี" แต่ไม่ตรงกับโปรเจกต์ ใช้ framework ผิดเวอร์ชัน...
]]> https://programmerthailand.com/tutorial/post/view?id=343 Sun, 11 Oct 2026 19:00:00 +0700 การให้ AI เขียนโค้ดในโปรเจกต์ทดลองกับโปรเจกต์ที่มีผู้ใช้จริงต่างกันมาก โปรเจกต์ทดลองพังก็แค่ลบทิ้ง...
]]> https://programmerthailand.com/tutorial/post/view?id=342 Sun, 11 Oct 2026 12:00:00 +0700 ช่วงหลังเราได้ยินคำว่า "Vibe Coding" บ่อยมาก ทั้งในกลุ่มนักพัฒนาและคนที่ไม่เคยเขียนโปรแกรมมาก่อน...
]]> https://programmerthailand.com/tutorial/post/view?id=341 Sun, 11 Oct 2026 08:00:00 +0700 https://programmerthailand.com/blog/view/%E0%B8%9C%E0%B8%A5%E0%B8%84%E0%B8%B0%E0%B9%81%E0%B8%99%E0%B8%99-benchmark-%E0%B9%80%E0%B8%9C%E0%B8%A2-snapdragon-8-gen-1-%E0%B9%81%E0%B8%A3%E0%B8%87%E0%B9%83%E0%B8%81%E0%B8%A5%E0%B9%89%E0%B9%80%E0%B8%84%E0%B8%B5%E0%B8%A2%E0%B8%87-apple-a15-bionic-%E0%B9%83%E0%B8%99%E0%B8%94%E0%B9%89%E0%B8%B2%E0%B8%99-gpu/417 https://programmerthailand.com/blog/post/view?id=417 Sat, 11 Dec 2021 05:54:48 +0700 https://programmerthailand.com/blog/view/%E0%B9%81%E0%B8%81%E0%B9%89%E0%B9%81%E0%B8%A5%E0%B9%89%E0%B8%A7-line-%E0%B8%AD%E0%B8%B1%E0%B8%9B%E0%B9%80%E0%B8%94%E0%B8%95%E0%B9%80%E0%B8%9E%E0%B8%B4%E0%B9%88%E0%B8%A1%E0%B8%95%E0%B8%B1%E0%B8%A7%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81%E0%B8%81%E0%B9%87%E0%B8%AD%E0%B8%9B%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B8%97%E0%B8%B1%E0%B9%89%E0%B8%87%E0%B8%AB%E0%B8%A1%E0%B8%94-%E0%B8%9A%E0%B8%B2%E0%B8%87%E0%B8%AA%E0%B9%88%E0%B8%A7%E0%B8%99-%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81%E0%B9%84%E0%B8%94%E0%B9%89%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B8%A5%E0%B8%B3%E0%B8%9A%E0%B8%B2%E0%B8%81%E0%B8%AD%E0%B8%B5%E0%B8%81%E0%B8%95%E0%B9%88%E0%B8%AD%E0%B9%84%E0%B8%9B/416 https://programmerthailand.com/blog/post/view?id=416 Sat, 11 Dec 2021 05:50:24 +0700 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2021 09:26:03 +0700 https://programmerthailand.com/blog/view/microsoft-%E0%B9%81%E0%B8%AE%E0%B8%81%E0%B9%82%E0%B8%8A%E0%B8%A7%E0%B9%8C-%E0%B9%80%E0%B8%9C%E0%B8%A2%E0%B8%AA%E0%B8%B2%E0%B9%80%E0%B8%AB%E0%B8%95%E0%B8%B8%E0%B8%97%E0%B8%B3%E0%B9%84%E0%B8%A1-windows-11-%E0%B8%96%E0%B8%B6%E0%B8%87%E0%B8%95%E0%B9%89%E0%B8%AD%E0%B8%87%E0%B9%83%E0%B8%8A%E0%B9%89-tpm-2.0-uefi-%E0%B9%81%E0%B8%A5%E0%B8%B0-secure-boot/393 https://programmerthailand.com/blog/post/view?id=393 Mon, 25 Oct 2021 09:18:37 +0700 https://programmerthailand.com/blog/view/%E0%B9%84%E0%B8%A1%E0%B9%82%E0%B8%84%E0%B8%A3%E0%B8%8B%E0%B8%AD%E0%B8%9F%E0%B8%97%E0%B9%8C%E0%B9%80%E0%B8%9B%E0%B8%B4%E0%B8%94%E0%B8%AA%E0%B9%82%E0%B8%95%E0%B8%A3%E0%B9%8C%E0%B9%81%E0%B8%AD%E0%B8%9B%E0%B9%81%E0%B8%AD%E0%B8%99%E0%B8%94%E0%B8%A3%E0%B8%AD%E0%B8%A2%E0%B8%94%E0%B9%8C%E0%B9%83%E0%B8%AB%E0%B9%89%E0%B9%83%E0%B8%8A%E0%B9%89%E0%B9%83%E0%B8%99-windows-11-insider/392 https://programmerthailand.com/blog/post/view?id=392 Fri, 22 Oct 2021 02:19:31 +0700 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