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Agent Workflows

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  • How to Cut LLM Inference Latency and Cost

    Learn how to reduce LLM inference costs and latency using quantization, vLLM, SGLang, and speculative decoding without upgrading your hardware.

    RunPod13 min read

  • AI sales agent workflow: the complete template library for cold outreach

    AI sales agent workflow templates for lead sourcing, personalization, sending, reply handling, and CRM sync across unlimited inboxes. Deploy five repeatable systems across 10 to 150 plus inboxes without rebuilding from scratch, protecting deliverability and scaling cost per meeting safely.

    Instantly Blog16 min read

  • Session-Aware Agentic Inference with NVIDIA Dynamo

    TL;DR Agentic workloads change the traffic an inference server sees. Unlike single-turn chat, an agent session can involve a large initial prefill, repeated model calls, and subagents running in parallel,... The post Session-Aware Agentic Inference with NVIDIA Dynamo appeared first on PyTorch.

    PyTorch Blog16 min read

  • AI Agent Orchestration for Production in 2026

    TL;DR: AI agent orchestration is the coordination of multiple agents, tools, models, and shared state, and in production it only works when operational controls run inside every agent, tool call, and handoff. Each orchestration pattern fails in its own way, so each needs its own controls.

    Prediction Guard Blog10 min read

  • Orchestrating Multi-Step Automations with the Workflows API

    Build complex, stateful automation pipelines that handle branching, retries, and human approval. Drive real desktops, browsers, and terminals with a versioned JSON DSL and pay $0.05 per agent step. Get your key at https://coasty.ai/developers .

    Coasty Blog4 min read

  • 10 ZoomInfo Alternatives for GTM Teams in 2026

    Compare the top ZoomInfo alternatives, including Clay, on data coverage, pricing models, and workflow flexibility, plus the drawbacks real users report.

    Clay Blog41 min read

  • Beyond hours saved: Building the business case for agentic automation

    The RPA-era ROI model misses most of the value agentic automation creates. This post gives AI center of excellence leaders a framework to size the full value of agents across time savings, exception handling, decision quality, and maintenance economics, and to prioritize which workflows to automate…

    AWS ML Blog10 min read

  • Faster Developers Don’t Make a Faster Team

    What engineering teams tell us about working with AI agents. Part 1 in the series. Over the past few months, I’ve spent a lot of time on discovery calls with engineering organizations, from a 16-developer software agency to telcos, game studios, and consultancies with thousands of developers.

    JetBrains AI Blog6 min read

  • OneSpan Sign takes aim at the slow work around bank agreements

    Authentication and digital agreements company OneSpan Inc. today unveiled new and planned features for its OneSpan Sign electronic signature service that go beyond the signing step. The update is aimed at the parts of the agreement process that slow down banks and other financial institutions.

    SiliconANGLE3 min read

  • Mistral Large 4: "Le Chonk"

    Article URL: https://mistral.ai/news/mistral-large-4/ Comments URL: https://news.ycombinator.com/item?id=49978116 Points: 451 # Comments: 53

    Hacker News10 min read

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