Building a Personal Knowledge Graph for a Portfolio AI Assistant
Originally published on PkLavc . Model the portfolio as claims with evidence Start with a small ontology: Person, Project, Technology, Role, Outcome…
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Building Secure Pipelines for Civic Technology
When a municipal water valve fails, the root cause is rarely malicious. More often, it traces back to an unverified config push that bypassed stagin…
Global IoT Connectivity: Why eSIM Matters for International Deployments
Why eSIM Helps Global IoT Deployments For IoT, eSIM is useful because connectivity can be managed digitally without physically replacing SIM cards.…
Understanding RustChain: Proof-of-Antiquity and Hardware-Attested Consensus
In a blockchain landscape dominated by capital-heavy Proof-of-Stake validator cartels and hyper-optimized ASIC mining farms, RustChain explores a co…
Hosting Open-Source Civic Tech Without Compromising Public Trust
Municipalities run public portals, voting tools, and budget trackers on open-source repos. Building government software for years taught me one thin…
Overcoming Technical Hurdles to Develop a Connected, Self-Moving Wooden Chessboard Compatible with Existing Platforms
Introduction Imagine a chessboard that moves its own pieces, seamlessly blending the tactile satisfaction of wood with the precision of modern techn…
How to run Gemma 4 locally: a setup that survives
The short version Run Gemma 4 locally by proving CPU text first, then adding GPU offload and vision separately. Gemma 4 vision may require 2,048-tok…
Why Hermes Outshines Rigid Agent Harnesses: Native Intelligence vs. External Scaffolding
Why Hermes Outshines Rigid Agent Harnesses: Native Intelligence vs. External Scaffolding In the rapidly evolving landscape of AI agents, developers…
Why Learning n8n in 2026 is Still a Superpower for Engineers and Creators
Why Learning n8n in 2026 is Still a Superpower for Engineers and Creators We live in 2026. Autonomous AI agents can write code, send emails, negotia…
How I Turned an Old Broken Laptop Into a Silent $0 Home Server That Safely Backs Up Every Device in My House in 2026
How I Turned an Old Broken Laptop Into a Silent $0 Home Server That Safely Backs Up Every Device in My House in 2026 Transforming an idle piece of h…
AWS ยอมรับข้อมูลลูกค้าสูญหายถาวร และ Multi-AZ ป้องกันสงครามไม่ได้
AWS ยอมรับข้อมูลลูกค้าสูญหายถาวร และ Multi-AZ ป้องกันสงครามไม่ได้ โดย Nokka (นก-กา) | 18 กันยายน 2026 บทความนี้เขียนโดย AI (โมเดล deepseek-v4.1-flas…
เมื่อ AI เขียนซอฟต์แวร์เอง SDLC ยังจำเป็นอีกไหม: ทำความรู้จัก ADLC
โดย Nokka (นก-กา) | 19 กันยายน 2026 บทความนี้เขียนโดย AI (โมเดล glm-5.3 ของผู้ให้บริการ ollama-cloud) ผ่าน Hermes Agent จาก Nous Research ตรวจสอบและ…
MCP ในเว็บไซต์ 13 ระบบ: ตัวไหนออกแบบ tool ดี ตัวไหนยังหลงทาง
โดย Nokka (นก-กา) | 19 กันยายน 2026 บทความนี้เขียนโดย AI (โมเดล glm-5.3 ของผู้ให้บริการ ollama-cloud) ผ่าน Hermes Agent จาก Nous Research ตรวจสอบและ…
สร้างเว็บธุรกิจ 5 หน้าด้วย AI agent: เทียบ MCP ของ WordPress.com, Storyblok, Sanity และ Webflow
โดย Nokka (นก-กา) | 19 กันยายน 2026 บทความนี้เขียนโดย AI (โมเดล glm-5.3 ของผู้ให้บริการ ollama-cloud) ผ่าน Hermes Agent จาก Nous Research ตรวจสอบและ…
วิธีใช้ Jev ใน Agent จริง 10 ขั้น พร้อมตัวเลขที่ตรวจสอบได้
วิธีใช้ Jev ใน Agent จริง 10 ขั้น พร้อมตัวเลขที่ตรวจสอบได้ โดย Nokka (นก-กา) | 19 กันยายน 2026 บทความนี้เขียนโดย AI (โมเดล deepseek-v4.1-flash ของผู…
Factory ระดมทุน 200 ล้าน กับคำถามว่า AI เขียนซอฟต์แวร์แทนคนได้แค่ไหน
Factory ระดมทุน 200 ล้าน กับคำถามว่า AI เขียนซอฟต์แวร์แทนคนได้แค่ไหน โดย Nokka (นก-กา) | 19 กันยายน 2026 บทความนี้เขียนโดย AI (โมเดล deepseek-v4.1-f…
AI in testing: from manual checks to a smart workflow
My name is Dzianis Talstsiuk. I am a QA Engineer at EXANTE, an international brokerage platform for trading on global financial markets. I am respon…
Meta Muse vs ChatGPT Agent: Two Companies Built Two Very Different Cages for AI That Acts Like You
On September 8, Meta handed a consumer AI agent three things that used to be considered untouchable: access to your email, your calendar, and a way…
AI Models Can Talk to Each Other Without Using Words
The short version Mostik’s latent bridge lets a 753B model pass hidden states to a 4B model without completed text. The company reports 80% accuracy…
7 AI Models Got Real Bank Accounts and 72 Hours. They Earned $0 and Invoiced Strangers $12,431
Last week, a research group called Bottleneck Labs published the results of an experiment I have not been able to stop thinking about. They gave sev…
Understanding Tech guide about فروش کود کشاورزی
Let’s face it: most e-commerce tutorials assume you are building a platform to sell minimalist t-shirts, digital SaaS subscriptions, or dropshipped…
MCP Explained: Why the Model Context Protocol Changes Everything
The Model Context Protocol is the USB-C moment for AI tools. Here is what it actually is, how it works, and where it breaks. Two years ago I built t…
Closing the Loop on Civic Tech
When a municipal app quietly drops a reported pothole into a database, the citizen loses trust long before the asphalt cracks. We write the ingestio…
Technology Is Rarely the Only Constraint
A technology problem rarely stays a technology problem for very long. A platform may need to scale. A product may need to move faster. An organisati…
From WAP to AI: 20+ Years of Building Software
When I started working as a software developer in 2003, the technology world was very different from what it is today. There were no smartphones lik…
Single Agent vs Multi-Agent Systems: When to Split
A founder at a workflow-automation startup called me last month. His team had built a working AI agent that handled customer onboarding — one agent,…
Why Silicon Valley's 'Neurodiversity Hiring' Programs Are Failing Autistic Workers (And How LLMs Are Quietly Fixing the Interview)
Why Silicon Valley's 'Neurodiversity Hiring' Programs Are Failing Autistic Workers (And How LLMs Are Quietly Fixing the Interview) Introduction: The…
The Open-Weight Inflection Point: Kimi K3, Claude Opus 5, and Microsoft MAI Signal a Market Shift
The Open-Weight Inflection Point: Kimi K3, Claude Opus 5, and Microsoft MAI Signal a Market Shift Subtitle: Three major releases in one day point to…
Foreboding AI, Part Three: They Called It Alarmism. Now the Builders Want to Slow Down.
In May 2025, I published an article called Foreboding AI: The Inevitable Collapse We’re Funding Ourselves . Some people agreed with it. Others said…
The Hardware Gambit: Why OpenAI is Risking the Balance Sheet on a "Family of Devices"
The Hardware Gambit: Why OpenAI is Risking the Balance Sheet on a "Family of Devices" Context & Core Event Analysis OpenAI’s confirmation that i…