BoxLang AI 3.0 Series · Part 2 of 7 Function calling is where most AI frameworks look deceptively simple on the surface and turn into a mess underneath. You define a tool, pass it to the LLM, and when the LLM calls it — who handles the lifecycle? Who fires observability events? Who...
#agentarchitecture #ai #AIagents #aiskills #BoxLang #GenAI #JVM #LLM #PromptEngineering #SoftwareArchitecturehttps://foojay.io/today/boxlang-ai-deep-dive-part-2-of-7-building-a-production-grade-ai-tool-ecosystem/
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Everyone’s excited about AI agents. But a harder question remains: what would need to be true for them to actually stay aligned with the human job-to-be-done over time? Not just at the prompt, but across decisions, context, and collaboration. Curious how others think about this.
#AgentArchitecture #AgentEngineering #AgentMemory #RuntimeEvaluation #IntentModeling #LLMSystems #AgenticAI #AI #ArtificialIntelligence #JTBD
https://www.designative.info/2026/03/08/preventing-agent-drift-designing-ai-systems-that-stay-aligned-with-human-intent/
Preventing Agent Drift: Designing AI Systems That Stay Aligned With Human Intent » { design@tive } information design
What would it take for AI agents to truly support human work—capturing intent, preserving context, and staying aligned with real jobs-to-be-done?
🚀 Open‑source teams can now spin up multiple LLM‑backed agents with a single Docker Compose file. Define each model as a service, offload heavy inference to the cloud, and hook them into a reasoning engine—all as code. See how this simplifies agent architecture and scaling. #DockerCompose #AIModels #AgentArchitecture #InfrastructureAsCode
🔗 https://aidailypost.com/news/docker-compose-enables-toplevel-definition-multiple-ai-models-agents
Claude Code now supports Tasks, letting agents run longer, coordinate steps, and manage context across enterprise workflows. You can also toggle it off via an environment variable. Discover how this changes AI agent architecture and opens new open‑source possibilities. #ClaudeCode #AITasks #AgentArchitecture #EnterpriseWorkflows
🔗 https://aidailypost.com/news/claude-code-adds-tasks-longer-agent-runs-coordination-can-be-disabled
Flux de données simplifié
De l'influx utilisateur → interprétation Iruka → antichambre → routage Procyon → inbox agent. Tout déclenché par événements filesystem. Pas de boucle infinie, pas de gaspillage CPU. L'architecture qui respire comme un organisme.
#EventSourcing #FilesystemAsBus #ReactiveSystems #AgentArchitecture #EmergentBehavior #AIOrganism #ZeroPollingMới open-source Aden – kiến trúc node-graph đệ quy, cho phép agent tự điều chỉnh logic thời gian thực. Thay vì sập khi gặp tình huống bất ngờ, nó sẽ tự tìm đường khác. Dành cho ai quan tâm infra agent, cần feedback hoặc ủng hộ 1 star: github.com/adenhq/hive #Aden #AgentArchitecture #AIOSS #HackerNews #CôngNghệ #TríTuệNhânTạo #OpenSource #AgentAI #NodeGraph
https://www.reddit.com/r/SideProject/comments/1qifaf1/most_ai_agents_are_just_brittle_flowcharts_im/
Jared Zoneraich (@imjaredz)
@aiDotEngineer Code Summit에서 발표한 강연이 공개되었습니다. 'How Claude Code Works'라는 주제로 프런티어 에이전트 아키텍처를 분석하고, 코딩 에이전트 성능 향상의 이유로 더 나은 모델, 단순한 루프 설계, 그리고 bash 도구 등을 지목합니다.
https://x.com/imjaredz/status/2005731826699063657
#claude #agents #agentarchitecture #llm
Jared Zoneraich (@imjaredz) on X
My talk from the @aiDotEngineer Code Summit is out! 🚨
"How Claude Code Works" and what we can learn about frontier agent architectures.
Coding agents are suddenly really really good, and I'm trying to understand why. In short: better models, simple loop design, and bash tools
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