caro (@sekoukeitar9)
벤치마크보다 프로덕션 트래픽에서의 성능 차이를 강조하며, 고빈도 에이전트 루프의 저비용 라우팅에는 Gemini Flash 계열이 강하고, 긴 컨텍스트의 툴 사용에서는 Anthropic 모델이 여전히 유리하다고 평가합니다. 실제 'chat' 워크로드 정의에 따라 모델 선택이 달라진다는 실무 인사이트입니다.
caro (@sekoukeitar9)
벤치마크보다 프로덕션 트래픽에서의 성능 차이를 강조하며, 고빈도 에이전트 루프의 저비용 라우팅에는 Gemini Flash 계열이 강하고, 긴 컨텍스트의 툴 사용에서는 Anthropic 모델이 여전히 유리하다고 평가합니다. 실제 'chat' 워크로드 정의에 따라 모델 선택이 달라진다는 실무 인사이트입니다.
A router works at Layer 3, using destination IP addresses to move traffic between networks, while often adding services like NAT, firewall rules, VPN access, and DHCP.
Here is a quick overview of common router functions 😎👇
Find high-res pdf books with all my networking related infographics at https://study-notes.org
#networkequipment #datacenter #networkengineer #routing #networking
OSRM's trip plugin is getting a proper solver upgrade: PR in review now.
For small trips (< 15 stops), we now run Held-Karp DP which is exact optimal. Larger trips get optimised. The old heuristic is gone for good.
Also shipping a static trip.html demo alongside it.
OSM-based routing without live traffic works until it doesn't, usually when a customer is staring at an ETA that's 20 minutes wrong on a Tuesday at 8 am.
@ianthetechie on how we closed that gap with TomTom traffic: global coverage, ~2 minute latency, and historical profiles for predictive routing.
Blue is close. Dark red is the edge. The road network density just shows itself.
OSRM's experimental isochrone endpoint. More to come. Watch this space.
🗺️ https://project-osrm.org
#OSRM #OpenStreetMap #Routing #Isochrone #OpenSource
Sunday funday: does this location drive on the left?
🗺️ https://project-osrm.org/gauche-wasm-map.html
Click anywhere on Earth. Blue = left. Orange = right. Runs right in your browser via WebAssembly.
Tiny tool, real purpose. Getting left/right-hand traffic right is foundational for improving worldwide driving profiles. More coming.
Axios used OSRM to analyze how far millions of Americans would need to drive to register to vote under the proposed SAVE Act — routing every 5-mile cell in the U.S. to its nearest elections office.
Their finding: 5M+ voting-age Americans would face 1+ hour drives. The average: ~20 minutes.
Open-source routing, real-world impact. 🗺️
🔗 https://axios.com/2026/03/29/save-act-voter-registration-distance-travel
OpenStreetMap is the best global road dataset we have. It's designed to capture stable ground truth, not data that's out of date the moment it's recorded.
Routing engines fill that gap with proxies: road class, tagged speed limits, urban-vs-rural density, time-of-day buckets. Those work until they don't.
@ianthetechie on how we landed: TomTom on top of OSM, historical profiles, matrix routing.
#OpenStreetMap #Routing #FOSS
https://stadiamaps.com/blog/why-osm-routing-needs-real-time-traffic/?utm_source=mastodon&utm_medium=social&utm_campaign=why-osm-routing-needs-real-time-traffic