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News
First look: Develotek files plans for 120 apartments in Roseville TOD precinct
17+ min ago (443+ words) Develotek is continuing to build its Sydney apartment pipeline, lodging plans for a 120-apartment mixed-use development in Roseville as the North Shore suburb begins its transition under Ku-ring-gai’s new transport-oriented development controls. The developer has filed a State Significant Development…...
Your AWS NAT gateway is costing you $1,800+ a month. Here's why and how to fix it.
24+ min ago (584+ words) This post is the practical fix. We'll cover where the cost actually comes from, three patterns that cut it (VPC endpoints, IPv6 egress, NAT instance), and the platform-level move that handles all three for you. A NAT gateway has two pricing…...
Building a Production-Style CI/CD Pipeline with Azure DevOps, ACR, Helm, AKS and PostgreSQL
34+ min ago (1313+ words) Introduction After learning Docker, Kubernetes, Helm, Azure and Azure DevOps separately, I... Tagged with cicd, azure, aks, devops....
ทำไม KV cache ถึงกลายเป็นหัวใจเศรษฐศาสตร์ของ AI agent ในปี 2026
24+ min ago (125+ words) โดย Nokka (นก-กา) | 13 กันยายน 2026 หัวใจคือชื่อ Causal Encoder-Decoder หรือ CED [1] ทั้งที่ backbone ทั้งหมดมี 552B พารามิเตอร์ [1] และมี FP4 KV caching ในฟอร์แมต E2M1 โดยใช้สเกลหนึ่งตัวต่อ 16 แชนเนล [1] รวมกันแล้ว KV cache ทั้งหมดเหลือ…...
# The Suspiciously Round Number That Stopped Me Cold
25+ min ago (232+ words) I was pulling data from SAP through an OData API — every Internal Order from 2020 to today. The response came back with exactly 1000 rows. Not 987, not 1214. A clean, round 1000. Was I happy? No. I got suspicious. In data work, a number…...
Grok Bot and the Rise of AI Teammates
19+ min ago (39+ words) In my last post, I talked about the potential risks AI could bring to humans in the not-too-distant... Tagged with ai, grokbot, softwareengineering, aiteammates....
Self-hosted PaaS in 2026: Coolify vs Dokku vs CapRover vs Ownkube
24+ min ago (893+ words) A self-hosted PaaS sounds like the obvious fix to a marked-up Heroku bill. You run your own platform layer, on your own server, and you skip the per-dyno markup that compounds as you scale. In 2026 the open-source options are better…...
Sometimes, you have to be comfortable saying, “This working relationship isn’t working for me.
38+ min ago (218+ words) I almost walked away from a project recently. Not because I couldn’t do the work. Actually, I was doing the work. Designing screens, making changes, thinking through the UX, trying to understand what the client wanted. But somewhere along the…...
Conditional Requests at Runtime: Rendering Parts of a curl Command with XML ``
31+ min ago (307+ words) Inside a element you can wrap any curl fragment in. If the expression holds, the fragment's text is spliced into the final command; otherwise it disappears as if never written. The expression reads values from the request context — which includes…...
DRC to review Floridian apartments, 78-lot plat and three special events
9+ min ago (496+ words) Apopka’s Development Review Committee will meet at 9 am. Wednesday, September 16, at City Hall. Its agenda includes a major development plan for the first multifamily phase of Floridian Town Center and a final plat containing 78 lots at Crossroads at Kelly Park....