Bend
0
·39 viewsArticle URL: https://bend-lang.com/ Comments URL: https://news.ycombinator.com/item?id=49746163 Points: 62 # Comments: 11
This is an AI-generated summary. ShortSingh links to the original source for the complete article.
Related stories
0
ProgrammingDEV Community ·
Source-traceable retrieval design for versioned insurance claims intake records
The article argues that insurance claims intake should use a staged retrieval architecture with explicit collections, bounded queries, and source context that pinpoints the exact document revision. It recommends a deterministic revision gate before vector search, so only eligible revisions are ranked and superseded evidence cannot surface. Each accepted document revision is treated as an immutable retrieval unit, with a separate pointer marking the current version and deliberate deletion for withdrawn records. The author stresses that these correctness rules belong to the application rather than any specific vector database provider. A worked example involving a corrected police report illustrates how stale or partially indexed revisions could lead to wrong answers.
0
ProgrammingDEV Community ·
Queueing tasks replaces rejections, but the system still pushes work to workers
The author argues that a full worker pool only reports that no capacity is available because nothing records the work still waiting. Placing tasks into a queue and reporting each user's position turns rejections into waiting, which is a better experience at peak load. However, the scheduler still checks each worker for availability and then assigns tasks, which keeps the race condition and the cost of polling. The author notes that true pull-based scheduling, where free workers take tasks from the queue themselves, is needed to remove those problems. The post also points out that a VIP flag is passed along but never used by the scheduler.
0
ProgrammingDEV Community ·
WiFi presence sensors can misread rooms after furniture moves, so recalibration matters
A WiFi presence sensor's main failure mode is often moved furniture rather than people, since it relies on a baseline of the room's radio field. Changes like a relocated bookshelf, metal cabinet, or new router alter that baseline and can cause false continuous-activity readings. The developer's approach treats large, persistent shifts as recalibration events and shows a 'no signal' state when changes are too unclear to classify. The device cannot distinguish pets or fans from people and does not coordinate across multiple units, and it is not a medical device. Its public demonstration board reports live data from an occupied flat.
0
ProgrammingDEV Community ·
Anthropic Launches Claude for Manufacturing Plugin With 17 Skills and Four Connectors
Anthropic released Claude for Manufacturing on November 12, 2026, a plugin for Claude that bundles 17 skills and connectors to Autodesk Fusion, Infor, Microsoft 365 and Oracle NetSuite. The plugin drafts quotes, quality reports and supplier requests using a plant's own records. It is available on Claude Team and Enterprise plans, and a person must approve each draft before it reaches a customer or supplier. Anthropic has published a list of workflows, but not the full names of all 17 skills, and says users can customize the skill templates.
Discussion (0)
Log in to join the discussion and vote.
Log in