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News
Molpy M. - AI Trainer
1+ hour, 31+ min ago (39+ words) Molpy M. OpenTrain AI Profile details and reviews are shared with employers who have access to this AI Trainer’s applications. Shared with authorized employers Connect through OpenTrain to discuss skills and experience for AI training and data labeling projects....
AssemblyAI - Voice Agent Hackathon team: GyanKalp
35+ min ago (17+ words) "GyanKalp team on AssemblyAI - Voice Agent Hackathon Hackathon" Lablab.ai "GyanKalp team on AssemblyAI - Voice Agent Hackathon Hackathon"...
A good judgment
34+ min ago (632+ words) A hallmark Talmudic passage in Tractate Rosh Hashanah brings cases that show that when the principles of change are rigorously applied, one can be born anew, with total detachment from the past. In discussing our overall relationship with our Creator,…...
Your AI Agent Has No Colleagues
12+ min ago (632+ words) "The coordination of the builders is not direct. It is the work already done that directs and triggers the work that follows." — Pierre-Paul Grassé, describing termites, 1959 You have seen this. Every agent framework does it:) Three attempts. Three identical failures....
When Free Inference Should Not Own the Retry Loop
32+ min ago (667+ words) A retry loop that consults free inference before it fires again is not resilience. It is a second outage, delayed by a model call that can stall, drift, or disagree with itself. Status codes, idempotency keys, and a hard budget…...
Construindo um Pipeline de Processamento de Pedidos com o Padrão Chain of Responsibility em Java
11+ min ago (466+ words) Sistemas que processam uma entrada por múltiplas etapas sequenciais — validação, transformação, enriquecimento, persistência — costumam cair em uma armadilha comum: todas as etapas ficam concentradas em um único método gigante, cheio de if/else aninhados, cada um responsável por uma verificação…...
Holdout Ledgers Keep Agent Scores Honest
25+ min ago (1654+ words) A headline agent percentage is not a measurement until the task ledger, metrics, and controls can be re-run by a stranger. Teams that skip that freeze often publish marketing numbers dressed as evaluation, then discover they cannot reproduce the run....
AssemblyAI - Voice Agent Hackathon team: SINGULARITY
35+ min ago (17+ words) "SINGULARITY team on AssemblyAI - Voice Agent Hackathon Hackathon" Lablab.ai "SINGULARITY team on AssemblyAI - Voice Agent Hackathon Hackathon"...
Your Free Probe Passed. You Still Measured the Wrong Box
1+ hour, 5+ min ago (1002+ words) Your free probe passed on a scratch box. That green badge still measured the wrong machine. A green free endpoint is a cheap probe. It is not a production ship gate. Treat it like a probe, or you ship luck....
First Rollback: Revert the Agent PR You Cannot Explain
41+ min ago (783+ words) Your first AI pull request will often need rollback. Plan that rollback before you merge anything. You lack repo history on day one. Agents still produce large and confident diffs today. A rollback plan keeps that blast radius tiny. First…...