--- title: "#construction articles | Hashnode" description: "Explore 513 articles tagged #construction on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/construction" --- Tag # #construction 513 posts · 177 followers [DreamzTech AI Specialists](https://hashnode.com/@dreamztech-ai) · [Oct 27](https://hashnode.com/posts/how-to-build-an-audit-ready-ai-takeoff-workflow-for-mep-estimating/6ae0f6583678fae73279a3cc) ### [How to Build an Audit-Ready AI Takeoff Workflow for MEP Estimating](https://dreamztech-ai.hashnode.dev/how-to-build-an-audit-ready-ai-takeoff-workflow-for-mep-estimating?utm_source=hashnode&utm_medium=feed) A practical framework for traceable quantities, trade-specific validation, revision control, exception handling, and estimator approval. 7 min read · [dreamztech-ai.hashnode.dev](https://dreamztech-ai.hashnode.dev/how-to-build-an-audit-ready-ai-takeoff-workflow-for-mep-estimating?utm_source=hashnode&utm_medium=feed) [Loomwise](https://hashnode.com/@loomwise) · [Oct 22](https://hashnode.com/posts/find-newly-licensed-contractors-in-oregon-and-connecticut-for-free-python-state-open-data/6ada0e477b6785cabc4c2775) ### [Find Newly Licensed Contractors in Oregon and Connecticut for Free (Python + State Open Data)](https://loomwise.hashnode.dev/find-newly-licensed-contractors-in-oregon-and-connecticut-for-free-python-state-open-data?utm_source=hashnode&utm_medium=feed) New contractor businesses buy a lot in their first months: insurance, bonds, trucks, tools, software, accounting and supplies. Several states publish their contractor license data as free open data, u 3 min read · [loomwise.hashnode.dev](https://loomwise.hashnode.dev/find-newly-licensed-contractors-in-oregon-and-connecticut-for-free-python-state-open-data?utm_source=hashnode&utm_medium=feed) [Loomwise](https://hashnode.com/@loomwise) · [Oct 22](https://hashnode.com/posts/how-to-pull-building-permits-from-any-us-city-s-open-data-api-socrata-arcgis-ckan-in-python/6ada0dd67b6785cabc4c231c) ### [How to Pull Building Permits from Any US City's Open-Data API (Socrata, ArcGIS, CKAN) in Python](https://loomwise.hashnode.dev/how-to-pull-building-permits-from-any-us-city-s-open-data-api-socrata-arcgis-ckan-in-python?utm_source=hashnode&utm_medium=feed) If you've tried to get building permit data for more than one city, you've hit the same wall: there's no national permit API. Every city publishes its own feed, and almost all of them run on one of th 5 min read · [loomwise.hashnode.dev](https://loomwise.hashnode.dev/how-to-pull-building-permits-from-any-us-city-s-open-data-api-socrata-arcgis-ckan-in-python?utm_source=hashnode&utm_medium=feed) [Akam Pachachi](https://hashnode.com/@akampachachi) · [Sep 29](https://hashnode.com/posts/why-i-built-an-ai-that-reads-construction-drawing-sets-the-way-a-coordinator-does/6abb32e19aca32fc5aaa9cc6) ### [Why I built an AI that reads construction drawing sets the way a coordinator does](https://akampachachi.hashnode.dev/why-i-built-an-ai-that-reads-construction-drawing-sets-the-way-a-coordinator-does?utm_source=hashnode&utm_medium=feed) By Akam Pachachi, founder and CEO of Clash Nexus AI I didn't plan to start a construction software company. I've founded two tech companies before and sold them. After the second exit I was bored. Th 7 min read · [akampachachi.hashnode.dev](https://akampachachi.hashnode.dev/why-i-built-an-ai-that-reads-construction-drawing-sets-the-way-a-coordinator-does?utm_source=hashnode&utm_medium=feed) [Salman Parvez | ML Systems](https://hashnode.com/@ml-systems) · [Sep 23](https://hashnode.com/posts/ai-is-not-valuable-your-context-window-is/6ab3bd99b8577be85fe6d4d1) ### [AI Is Not Valuable. Your Context Window Is.](https://mlsystems.hashnode.dev/ai-is-not-valuable-your-context-window-is?utm_source=hashnode&utm_medium=feed) The model is rented. The window is authored. 4 min read · [mlsystems.hashnode.dev](https://mlsystems.hashnode.dev/ai-is-not-valuable-your-context-window-is?utm_source=hashnode&utm_medium=feed) [1](https://hashnode.com/posts/ai-is-not-valuable-your-context-window-is/6ab3bd99b8577be85fe6d4d1) [Salman Parvez | ML Systems](https://hashnode.com/@ml-systems) · [Sep 13](https://hashnode.com/posts/amodei-s-step-one-at-house-scale-evaluators-inside-the-row/6aa69146d98aafd82d274aaa) ### [Amodei's Step One, at House Scale: Evaluators Inside the Row](https://mlsystems.hashnode.dev/amodei-s-step-one-at-house-scale-evaluators-inside-the-row?utm_source=hashnode&utm_medium=feed) "Evaluators embedded inside the lab, with employee-level access." That is step one of Dario Amodei's We Must Pace the Frontier, published September 12. Most of the commentary treated it as a policy qu 4 min read · [mlsystems.hashnode.dev](https://mlsystems.hashnode.dev/amodei-s-step-one-at-house-scale-evaluators-inside-the-row?utm_source=hashnode&utm_medium=feed) [Salman Parvez | ML Systems](https://hashnode.com/@ml-systems) · [Sep 10](https://hashnode.com/posts/can-the-record-survive-being-corrected-by-the-house/6aa1f7ed03c30388b148ba48) ### [Can the Record Survive Being Corrected by the House?](https://mlsystems.hashnode.dev/can-the-record-survive-being-corrected-by-the-house?utm_source=hashnode&utm_medium=feed) Four claims about one roof, and what the Master Ledger would have to do when a section is turned over and the layers start disagreeing with the file 6 min read · [mlsystems.hashnode.dev](https://mlsystems.hashnode.dev/can-the-record-survive-being-corrected-by-the-house?utm_source=hashnode&utm_medium=feed) [Human Business Works](https://hashnode.com/@humanbusinessworks) · [Aug 19](https://hashnode.com/posts/construction-scheduling-tool-internal-to-product/6a85c4f71e7645718f4e38ca) ### [The Construction Scheduling Tool a Contractor Built for Itself](https://humanbusinessworks.hashnode.dev/construction-scheduling-tool-internal-to-product?utm_source=hashnode&utm_medium=feed) Many contractors build internal software to fix their own scheduling or bidding mess. Turning it into a product for other firms takes more than removing your logo. 6 min read · [humanbusinessworks.hashnode.dev](https://humanbusinessworks.hashnode.dev/construction-scheduling-tool-internal-to-product?utm_source=hashnode&utm_medium=feed) [Aluco Racking Systems](https://hashnode.com/@aluco) · [Aug 18](https://hashnode.com/posts/modern-home-architecture-in-kerala-why-steel-and-upvc-are-replacing-traditional-timber/6a844fe3390fbec2da774cfd) ### [Modern Home Architecture in Kerala: Why Steel and uPVC Are Replacing Traditional Timber](https://alucoracks.hashnode.dev/modern-home-architecture-in-kerala-why-steel-and-upvc-are-replacing-traditional-timber?utm_source=hashnode&utm_medium=feed) Discover why homeowners in Thiruvananthapuram & Attingal are switching from wood to steel & uPVC for termite-proof, monsoon-ready durability. 3 min read · [alucoracks.hashnode.dev](https://alucoracks.hashnode.dev/modern-home-architecture-in-kerala-why-steel-and-upvc-are-replacing-traditional-timber?utm_source=hashnode&utm_medium=feed) [MIF Cortex](https://hashnode.com/@mifcortex) · [Jul 24](https://hashnode.com/posts/how-digital-platforms-are-transforming-engineering-project-collaboration/6a634c42042acd6b051e308e) ### [How Digital Platforms Are Transforming Engineering Project Collaboration](https://mifcortex.hashnode.dev/how-digital-platforms-are-transforming-engineering-project-collaboration?utm_source=hashnode&utm_medium=feed) Learn how digital platforms improve engineering project collaboration through connected workflows, digital governance, and project management. 3 min read · [mifcortex.hashnode.dev](https://mifcortex.hashnode.dev/how-digital-platforms-are-transforming-engineering-project-collaboration?utm_source=hashnode&utm_medium=feed)