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Research archive, page 52

Browse entries 1225–1248 of 1294. Return to the first page to search and filter the complete collection.

Harness Engineering is not Enough: Why Software Factories Fail — Dex Horthy, HumanLayer video thumbnail Play video
AI Engineer July 23, 2026 video

Harness Engineering is not Enough: Why Software Factories Fail — Dex Horthy, HumanLayer

In July 2025 Dex Horthy turned the lights off: an agent software factory where nobody read the code. It fell apart. An issue appeared that no amount of prompting could fix, the site was down, users were furious, and he was digging through a codebase he had stopped reading three months earlier.

Guardians of the State: An Air-Gapped AI Fortress for Consumer Data — Rachna Srivastava, DFPI video thumbnail Play video
AI Engineer August 29, 2026 video

Guardians of the State: An Air-Gapped AI Fortress for Consumer Data — Rachna Srivastava, DFPI

The fiber optic cable carrying data into California's financial fraud system has been cut in half. One end sits on the internet with a laser transmitter. The other end, inside the building, has only a receiver. There is no transmitter pointing outward, so data physically cannot leave.

Which AI startups actually land enterprise contracts? — Brian Lewis, Millennium video thumbnail Play video
AI Engineer August 27, 2026 video

Which AI startups actually land enterprise contracts? — Brian Lewis, Millennium

For a given internal pain point, Brian Lewis might find 10 to 15 startups worth a look, book two or three demos, run zero or one pilot, and sign roughly one contract for every four pilots. That works out to about 5% of demo calls ending in a signature, which turns out to match published benchmarks.

Preferences Over Benchmarks: Model Routing — Archana Kamath & Tyler Gillam, DigitalOcean video thumbnail Play video
AI Engineer August 22, 2026 video

Preferences Over Benchmarks: Model Routing — Archana Kamath & Tyler Gillam, DigitalOcean

Two terminals run the same prompt, build me a spinning wheel app. On the left every request goes to a single premium model. On the right they go through a router that picks a model per task. Both finish at about the same time with comparable output, and by then the router's session has cost 8 cents against 25.