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niquola / research-affidea-labs-2026-01-24.md
Created January 24, 2026 10:57
Affidea Cascais — лаборатории, анализы, портал (2026-01-24)

Лаборатории и анализы в Cascais

Affidea IMI Cascais

Контакты

  • 📍 Av. Valbom 16, Cascais
  • 📞 +351 21 482 8220
  • 🌐 https://affidea.pt
  • ⭐ 4.7 (809 отзывов Google)
  • 🕐 Пн-Пт 8:00-20:00, Сб 8:00-13:00
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niquola / research-multiagent-arxiv-2026-01-24.md
Created January 24, 2026 07:14
Multi-Agent Teams arXiv Research (Jul 2025 - Jan 2026)

Multi-Agent Teams: arXiv Research (Jul 2025 - Jan 2026)

Дата: 24 января 2026 Период: Последние 6 месяцев arXiv papers Автор: Research compilation by Claude

1. Executive Summary

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niquola / gist:28c37f50b485794adafa3d609d4cbd33
Created January 24, 2026 06:59
Multi-Agent Teams State of the Art Research 2026-01-24
# Multi-Agent Teams: State of the Art
**Дата:** 24 января 2026
**Автор:** Research compilation by Claude
---
## 1. Executive Summary
Multi-agent systems (MAS) стали доминирующей парадигмой в AI/LLM разработке 2025-2026:
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niquola / agents-engineering.md
Created January 24, 2026 06:43
Agent Engineering Papers Research

Agent Engineering Papers

AgentSM: Semantic Memory for Agentic Text-to-SQL

arXiv: https://arxiv.org/abs/2601.15709 Авторы: Asim Biswal, Chuan Lei, Xiao Qin, Aodong Li, Balakrishnan Narayanaswamy, Tim Kraska

Идея: Вместо сырых логов агент сохраняет execution traces как структурированные программы. При новом запросе ищет семантически похожие задачи и переиспользует их логику решения.

Результаты: −25% токенов, −35% шагов, SOTA на Spider 2.0 (44.8%)

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niquola / gist:5835b402f387920ca43a8fc037397cc7
Created January 24, 2026 06:41
Codex Multiagent Research Report
# OpenAI Codex Multiagent: Research Report
**Дата:** 24 января 2026
**Автор:** Research compilation by Claude
---
## 1. Executive Summary
OpenAI Codex эволюционировал от простого кодогенератора (2021) в полноценную **multiagent cloud-based платформу для software engineering** (2025-2026). Ключевые модели: codex-1, GPT-5.1-Codex-Max, GPT-5.2-Codex.
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niquola / browser-tools.md
Created January 23, 2026 00:15
Browser MCP Server: Puppeteer vs Playwright - Deep Research
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niquola / command.sh
Last active January 20, 2026 12:15
Implementing Promise from scratch in JavaScript
time ollama run glm-4.7-flash "implement promise funciton in js from scratch" > result.md
ollama run glm-4.7-flash "implement promise funciton in js from scratch" > 0.23s user 0.38s system 1% cpu 49.968 total
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niquola / 1_index.md
Last active February 20, 2025 15:56
Semver based Canonical Resolution and Package management

FHIR Canonical Resources and Packages (AI Draft)

1. Introduction

This specification defines how FHIR canonical resources and packages are:

  1. Authored (i.e., created and maintained in Implementation Guides (IGs))
  2. Assembled (Configured) into final systems by users
  3. Executed (Runtime) to provide functionality
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niquola / Problem.md
Created November 20, 2024 16:40

Suggest an algorithm to turn linear structures like this

[ {path: 'a', value: 'k'}, {path: 'b', value: 'l'}, {path: 'b.c', value: 'm'}, {path: 'd', value: 'n')]

list of path and value objects into a nested data-structure like this:

{ elements: { a: {value: 'k'}, b: {value: 'l', elements: {c: {value: 'm'}}, d: {value: 'n'}}
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niquola / fhirpathmini.g4
Created April 28, 2023 13:37
grammar fhirpathmini;
path : expr EOF ;
expr : expr AMPERSAND expr # concatexpr
| chain # chainexpr
;
chain : ( variable | element ) (DOT ( element | funcall | where ) | index)*;
variable : VARIABLE ;