Serverless Monitoring

Middleware.io is an AI-driven cloud observability platform designed for middleware businesses. It provides real-time monitoring of infrastructure, applications, logs, errors, and performance, enabling swift issue resolution and cost-effective observability optimization.

Spectate monitors websites, APIs, servers, and domains from worldwide locations, delivering instant alerts, AI root‑cause analysis, and automated status pages. It consolidates uptime, performance, and incident response into a single dashboard.

SaaS Construct offers a ready‑to‑use Vue.js/TypeScript frontend with AWS Lambda backend, CDK infrastructure, Stripe/LemonSqueezy payments, AI via Bedrock/OpenAI, and a CI/CD pipeline, enabling developers to launch and scale SaaS apps on AWS in a single day.

Pipeless Agents is a serverless platform that turns video feeds into structured event streams. It extracts data from cameras and streams via configurable filters, supports lightweight agents for quick webhook, database, or messaging actions, and offers GDPR‑compliant privacy features.

Runpod supplies on‑demand GPUs in 31 regions, offering single‑node pods, multi‑node clusters, and serverless workloads. It delivers low‑latency inference, efficient fine‑tuning, instant scaling, S3‑compatible storage, real‑time logs, and sub‑200 ms cold starts.

Inferless is a serverless platform for deploying machine learning models seamlessly. It offers automatic load balancing, custom runtime environments, and automated CI/CD workflows, minimizing infrastructure management while scaling efficiently from single to millions of requests.

Render simplifies deployment and scaling of web apps, APIs, background workers, and static sites. It supports Docker, build‑packs, native runtimes, GitHub CI/CD, automatic scaling, zero‑downtime updates, SSL, custom domains, environment variables, and CDN‑backed database add‑ons.

Open‑source AI code‑review platform that plugs into GitHub, GitLab, Bitbucket, and Azure DevOps at the pull‑request level. Model‑agnostic, it runs custom rule sets, tracks technical debt, and delivers real‑time metrics without storing source code.

LatenceTech offers a cloud or on‑prem platform that applies machine learning for real‑time monitoring and predictive analytics across Wi‑Fi, LTE, 5G, and satellite networks, delivering latency, throughput, and packet‑loss alerts to keep telecom, utilities, and logistics networks reliable.

The AI tool offers serverless, scalable, and pay-as-you-go features with AI-generated SQL and HTAP functionalities through various sign-up options.

Respan offers AI observability by tracing prompts, tool calls, and responses, enabling end‑to‑end debugging, evaluation with human, code, and LLM reviews, and real‑time monitoring for quality, cost, and compliance, and deployment orchestration across multiple cloud providers.

Fluxguard automatically crawls complex sites, monitors HTML, PDF, and visual changes, and evaluates them against user rules. It delivers real‑time alerts via APIs or webhooks, summarizes results, and reduces manual review and risk‑monitoring workload.

Warestack aggregates GitHub, Linear, and Slack data into a queryable schema to track DORA metrics, enforce pull‑request review rules, surface real‑time risk alerts, and generate audit trails for SOC 2/HIPAA compliance.

Jungle AI provides real‑time performance monitoring for industrial assets using unsupervised learning. It ingests sensor data, eliminates on‑site hardware, offers context‑sensitive alarms, and predicts failures to enhance wind, solar, and maritime operations and maintenance.

LangWatch enables real‑time testing of LLM agents, offering simulation, prompt management, audit trails, and batch testing across models. It integrates with OpenTelemetry, LangChain, LangGraph, and supports self‑hosted, cloud, and role‑based access.

SiliconFlow is an AI infrastructure platform enabling high-speed inference for LLMs and multimodal applications, supporting serverless, reserved, and private-cloud deployments. It offers low-latency processing, elastic compute, and built-in monitoring for scalable, cost-efficient AI workloads.

Fluidstack offers dedicated GPU clusters on bare‑metal Atlas OS, delivering rapid provisioning and full resource control. Continuous monitoring via Lighthouse ensures isolated, compliant infrastructure (GDPR, SOC 2, ISO 27001) with a 15‑minute support SLA for AI labs, enterprises, and government use

LM Studio runs open‑source large language models locally on Mac (M‑series), Windows, and Linux, enabling private, offline inference. It offers command‑line and headless deployment, server‑side API, SDKs, a model hub, and LM Link for remote model access.

LiteLLM is an open‑source gateway that unifies access to 100+ LLMs through a single OpenAI‑compatible API, enabling provider fallback, cost tracking, tag‑based budgeting, guardrails, observability, and on‑prem or cloud deployment with a lightweight SDK.

Parny unifies on‑call management, incident response, and uptime monitoring into a single AI‑native platform. It detects anomalies, routes alerts based on urgency and workload, manages intelligent on‑call schedules, tracks SLAs, and provides real‑time infrastructure insights and AI‑driven recommendat

Hexowatch monitors visual, content, HTML, and code changes on any URL, alerts on keyword, tech stack, and script updates, and tracks availability, WHOIS, sitemaps, API responses, and backlinks. It archives snapshots for compliance and quick market response.

Helicone is an open-source platform for LLM observability, featuring logging, monitoring, and debugging tools. It supports high request processing, offers instant analytics, and enables integration with major AI services, while prioritizing security and community collaboration.

42Signals AI delivers real‑time e‑commerce intelligence, tracking product listings, pricing, and search performance across major marketplaces. It monitors unauthorized sellers, provides price alerts, and analyzes customer reviews to inform inventory and marketing decisions.

HoneyHive delivers AI observability and evaluation for production agents, offering OpenTelemetry tracing across 100+ LLMs, live metrics on quality, safety, latency, cost, drift alerts, offline experimentation, expert annotation, CI/CD integration, and enterprise security.

Vast.ai supplies on‑demand GPU instances, including NVIDIA RTX, H100, and Blackwell models, deployable in seconds. Developers can programmatically provision resources via CLI, SDK or API, and scale workloads with autoscaling, serverless inference, and dedicated InfiniBand clusters.

Kovai.co’s SaaS suite—BizTalk360, Turbo360, and Document360—provides AI-assisted BizTalk Server and Azure monitoring, serverless tracing, automated remediation, role-based access, operational analytics, and a documentation platform for faster incident resolution and governance.

Octolens tracks brand mentions across 13+ platforms, using AI to filter for relevance, sentiment, and intent. It delivers real‑time alerts via Slack, email, or webhooks, offers API/MCP integration, and updates hourly for timely action.

CloudSoul is an AI-driven SaaS platform that simplifies cloud deployment and management through natural language input, offering real-time configuration guidance, reducing complexity, and making cloud services accessible to both technical and non-technical users.

Langbase offers a serverless platform for building, deploying, and scaling AI agents. It unifies access to 600+ LLMs, provides built‑in memory, vector, and file storage, and supports durable multi‑step workflows with monitoring and custom actions.

KWatch.io tracks real‑time mentions across X, LinkedIn, Facebook, YouTube, Reddit, and Hacker News, alerting via email, Slack, or API when keywords appear. It uses AI to assess sentiment and organizes results for monitoring, support, and intelligence.

All Quiet offers end‑to‑end incident management for DevOps, SRE, and IT operations. It handles on‑call scheduling, multi‑channel alerting, automated escalation, integration with tools such as Jira, reporting KPIs, status pages, and configuration via API, Terraform, OIDC, and SCIM.

VModel provides a unified REST API that lets developers deploy and run custom or community‑built models with a single line of code. It supports Node.js, Python, and cURL for image, text, and video tasks, automatically scaling for production workloads.

Latitude offers end‑to‑end observability for LLM deployments, recording inputs, outputs, and context. It enables manual annotations, automated error grouping, continuous evaluation, and prompt optimization with GEPA. OTEL telemetry and SDK integrations support major model providers.

Laravel‑based SaaS starter kit bundling subscription and one‑time purchase management with Stripe, Paddle, and Lemon Squeezy, a Filament‑powered admin panel, social login, role‑based permissions, multi‑tenant support, email services, SEO tools, and analytics dashboard.

Release.ai deploys LLM, computer‑vision, and multimodal models with sub‑100 ms latency. It auto‑scales from zero to thousands of concurrent requests, provides enterprise‑grade security (SOC 2 Type II, private networking, end‑to‑end encryption), and offers SDKs, APIs, and real‑time monitoring.

WatchTower visualizes provisional DynamoDB capacities with real‑time dashboards, searchable data, and historical retrieval. Integrated with Amazon Bedrock, it offers predictive trend analysis to inform capacity planning, helping developers, DevOps engineers, and data architects optimize performance

Modal is a cloud‑native platform that lets developers run inference, training, batch jobs, sandboxes, and notebooks with sub‑second cold starts and instant autoscaling. It’s Python‑centric, offers elastic multi‑cloud GPU scaling, zero‑idle scaling, unified observability, and high‑throughput AI‑nativ

Monitaur is an AI governance platform that automates drift, bias, and stress testing for all models. It centralizes policy, risk, and compliance, providing continuous monitoring, vendor controls, and audit‑ready reporting across the entire model lifecycle.

Velvet, part of Arize, is a developer gateway that links to Arize’s Unified Observability Platform for real‑time AI feature assessment. It supports open‑source LLM tracing, a LiteLLM gateway with 100+ models, fallback, spend tracking, and cloud or on‑premise deployment.

ZeroThreat provides a cutting-edge DAST web app & API security scanner featuring secret, GraphQL scanning, and intelligent threat detection. It integrates smoothly with CI/CD pipelines for fast vulnerability assessment and robust proactive cybersecurity.

CloudVerse offers a compute economics platform that routes AI workloads by cost‑performance, enforces cost guardrails in CI/CD and IaC, throttles wasteful queries, forecasts demand for Reserved Instances, detects spend spikes, and autonomously rightsizes infrastructure across deployments, meeting IS

AI and data analytics platform delivering end‑to‑end solutions across multiple sectors. It accelerates experimentation to production, supports data engineering, MLOps, LLMOps, and digital engineering, integrating Databricks, Snowflake, and Google Cloud to shorten insight‑to‑action time and boost eff

Hellometer delivers real‑time analytics for quick‑service restaurants, monitoring drive‑thru flow, in‑house wait times, and kitchen prep. It offers HD loss‑prevention video and evidence‑ready footage for delivery disputes to improve efficiency.

Durable turns plain‑English requirements into production‑ready code, automatically generating, testing, and deploying workflows across Salesforce, Snowflake, HubSpot, Google Workspace, and 50+ APIs. One‑click deployment, continuous monitoring, isolated containers, SOC 2 compliance, and audit‑ready s

Float16.cloud delivers AI‑as‑a‑Service, platform, and infrastructure through instant, ready‑to‑use models accessed via a dashboard or API. It offers dedicated GPUs, 1‑second cold starts, Jupyter notebooks, credit‑based quotas, and dynamic scheduling for training, inference, and batch processing.

nOps is an AI-powered AWS Cloud management platform that automates cost allocation, optimization, tagging, and idle resource scheduling. It enhances efficiency and utilization through features like one-click migration, rightsizing, and offers valuable cloud cost optimization resources.

Langtrace is an open‑source observability platform that traces AI agent interactions, collects metrics such as token usage, cost, latency, and accuracy, and supports OTEL, major frameworks, and LLM providers. It offers on‑prem deployment, SOC 2 Type II compliance, and fine‑grained access control.

Real‑time employee monitoring for Windows, macOS, and Linux. Tracks screens, keystrokes, and apps, offering dashboards, analytics, and reports. Supports office, remote, hybrid, and offline modes with time‑tracking, alerts, SSO, API, and compliance‑ready data retention.

Agent Herbie runs entirely on‑prem, delivering real‑time monitoring, pattern detection, and automated actions without data egress. It supports on‑device and cloud‑connected models, air‑gap security, GDPR/HIPAA compliance, and low‑latency, mission‑critical workflows across finance, healthcare, and cr

Cerebrium is a serverless AI platform enabling rapid deployment of language, vision, and agent models. It offers zero DevOps, auto‑scaling, per‑second billing, low‑latency WebSocket endpoints, multi‑region support, and customizable GPU selection.