Field guides on the AI systems operating companies actually run on: workflow automation, agent tooling, and the substrate underneath. Some are written for heavy civil and construction, the vertical where the engineering credentials behind this firm carry the most weight. All of it is for the operator deciding what to build and what to buy, not for a vendor demo.
Field guide · Knowledge systems · June 4, 2026
The second-brain idea is older than the apps that sell it and survives any one of them. A field guide to running a real one on Obsidian: why company wikis rot, why local-first Markdown wins, a six-folder starter vault you can build today, the weekly ritual and the boundary rule that keep it alive, and why a plain-Markdown vault is now the cleanest layer for the AI agents a company deploys to read and write.
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Field guide · AI systems · June 3, 2026
Companies have spent tens of billions on enterprise AI and most of it has returned nothing. The cause is not the models. It is the missing operating substrate: shared memory, voice discipline, capture, attribution, and governance, the layer agents need to be useful in production rather than impressive in a demo. The structural reason pilots stall, the five layers that fix it, and why the interoperability standards now make it installable.
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Field guide · Web technology · June 2, 2026
Three categories of tool now build websites: AI-augmented platforms (Webflow, Wix, Squarespace), AI-first visual builders (Framer, Durable, Wegic), and AI code generators (V0, Bolt, Lovable). What the workflow looks like, where the integrations pay off, current pricing for each, and how to match the category to a firm's actual technical capacity and time budget.
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Field guide · Business development · June 2, 2026
ConstructConnect is built for subcontractors, not engineering firms. For a small Florida civil or structural consultancy, seven free public-procurement channels (VIP, FDOT CMA, SAM.gov, OpenGov, DemandStar, Bonfire, SWFWMD) cover the inventory that matters, and a small autonomous loop scores and surfaces the leads worth pursuing. The fit argument, the channel list, and the pipeline shape that runs at zero subscription cost.
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Field guide · Consulting operations · May 26, 2026
A founder has a real business idea, momentum, and a willing first customer. The entity does not yet exist. The MSA clause that does most of the work, the four open questions to settle in writing, where deliverables should live, the friend-of-founders variant, and when to force formal entity formation.
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Field guide · Construction technology · May 11, 2026
The quantity takeoff is the bottleneck in every commercial bid. The tools that compress it from days to hours have matured in the last eighteen months. Practical version of what they do, where they fit, and how to evaluate one before you commit. Names every tool by price (Procore Estimating, Togal.AI, STACK, Kreo, BuildVision, plus Agave for the middleware that lets historical cost data flow without exposing payroll).
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Research summary · PCI Journal Vol. 70 No. 4 · May 9, 2026
A summary of the MSCE thesis work and the PCI Journal Vol. 70 No. 4 publication on full restoration of a one-third scale corrosion-damaged prestressed-concrete pile bent using combined structural epoxy injection and wet lay-up carbon fiber reinforced polymer confinement.
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