Search results for Full Stack Open

Pairwise is AI recruiting software for technical hiring, built for engineering services firms, IT services providers, and technical staffing agencies filling specialized engineering roles. Pairwise turns a job description into structured requirements, then scores candidates against them rather than matching on keywords. That runs across inbound applicants, your existing database, and Pairwise's database (millions of profiles). The same bar applies whether a candidate applied or you went and found them. A recruiter opens a ranked shortlist instead of a folder of 300 resumes. Every score traces back to the requirement that produced it, and the recruiter makes the call. It was built by founders who ran an engineering services firm for ten years and filled more than 100 hardware engineering roles in a single year with a small recruiting team. The workflow reflects how that team actually worked. - Job description parsing into structured, editable requirements - Sourcing across your database and Pairwise's, scored against the same requirements. - Candidate scoring and ranking against those requirements, with the reasoning shown - Resume and LinkedIn import, with cross-checks that surface inconsistencies and AI-generated content for human review - Interview transcript ingestion and summarization - Candidate sharing with clients and hiring managers, with PII stripped Fraud signals come from the candidate's own materials: the resume, the LinkedIn profile, and the consistency between them. Firms running hiring spikes can add on-demand recruiters alongside the platform. Pairwise runs inside the stack you already use. It integrates with any ATS and pulls interviews straight out of Zoom. Your data stays yours: models train on aggregated first-party data only, never shared, never used to train third-party models.

InsightBridge is a lightweight, multi-tenant sales and operations panel built for European SMBs, boutique agencies and small to mid-sized hotels. It keeps clients, leads, projects, invoices and expenses in one place, with AI scoring, drafting and summarisation built directly into every plan - no extra plugins or integration mess. Core panel includes contact and company management, AI lead scoring across 4 languages (ES EN NL IT with automatic hot-signal detection), Kanban sales pipeline with conversion funnel view, lightweight projects and tasks with milestones, invoicing with PDF generation and email sending, expense tracking with tax/VAT categories and per client profitability reporting, light email marketing campaigns with open and click tracking, rule based automations for onboarding and follow ups, a full REST API plus auto generated OpenAPI/Swagger documentation, and multi company workspaces with fully separated tenant data. Plans start at EUR 29 per month with a 14 day, no credit card free trial. For hotels and hospitality, the premium Alva add-on delivers a 24/7 digital AI reception in 4 languages. It answers availability and FAQ, takes bookings, sends payment links, handles pre-stay and post-stay communication and syncs bidirectionally with Mews and Cloudbeds PMS every 15 minutes. Own stack Webchat widget plus Telegram Bot channels are included with zero variable cost and zero ban risk. Official Meta WhatsApp Business API is available as a BYO enterprise add-on. Alva pays itself back with just 1 to 3 direct bookings per month, recovering the 15 percent to 25 percent commission OTAs typically charge.

RCSZilla is an all-in-one business communication platform that brings SMS and email campaigns, appointment reminders, order updates, OTP verification and a shared team inbox into a single dashboard. Instead of juggling separate tools for bulk messaging, transactional alerts and customer replies, businesses manage everything in one place, import contacts, organize them into groups, personalize messages with custom fields and monitor delivery through a real-time sending queue. Core capabilities: bulk SMS and email campaigns with scheduling and audience segmentation, automated appointment reminders and follow-ups, a two-way inbox that unifies replies from SMS, email and WhatsApp, a website chat widget for lead capture and a dedicated OTP verification module for transactional and authentication flows. For technical teams, RCSZilla offers a REST API and webhooks to connect with stores, CRMs and automation tools like n8n and OpenCart. RCSZilla is built for service businesses, online stores, clinics, salons, auto dealers, real estate teams and small agencies that need reliable customer communication without the cost and complexity of enterprise messaging stacks.

Smack is an Open Source XMPP client library for instant messaging and presence. A pure Java library, it can be embedded into your applications to create anything from a full XMPP client to simple XMPP integrations such as sending notification messages and presence-enabling device

Neighbourhoodie Software GmbH is a Berlin-based consulting and professional services company specializing in Apache CouchDB and Offline First technologies. Founded in 2014, the company is dedicated to empowering clients by providing robust and sustainable software solutions that function seamlessly both online and offline. With a strong commitment to open-source development, Neighbourhoodie has been instrumental in creating and supporting projects like Hoodie, Greenkeeper, and Opservatory. Their expertise spans full-stack development, encompassing user interface design, software architecture consulting, and rapid web application prototyping. By focusing on accessible technology and inclusive work culture, Neighbourhoodie aims to deliver tailored solutions that meet the unique needs of each client. Key Features and Functionality: - Apache CouchDB Support and Services: Offering professional support and tooling to optimize CouchDB systems, ensuring reliability and scalability. - Offline First Development: Specializing in building applications that remain functional without an internet connection, enhancing user experience in varying connectivity scenarios. - Open-Source Contributions: Actively involved in the development and maintenance of open-source projects such as Hoodie, Greenkeeper, and Opservatory, fostering community collaboration and innovation. - Full-Stack Development and Consulting: Providing comprehensive services from software architecture consulting to user interface design and rapid prototyping, ensuring cohesive and efficient project execution. Primary Value and Solutions Provided: Neighbourhoodie Software GmbH addresses the critical need for reliable and sustainable software solutions that operate effectively regardless of internet connectivity. By leveraging their deep expertise in Apache CouchDB and Offline First technologies, they empower businesses to build robust applications that enhance user engagement and operational efficiency. Their commitment to open-source development not only contributes to the broader tech community but also ensures that clients benefit from transparent, adaptable, and cutting-edge solutions. Through personalized consulting and development services, Neighbourhoodie helps organizations navigate complex technical challenges, delivering tailored solutions that align with their specific goals and requirements.

Trace0 is an modern, easy-to-use observability platform that gives you traces, metrics, logs, and alerting in one place — without the complexity or cost of traditional monitoring tools. Trace0 provides the following features: • 𝗧𝗿𝗮𝗰𝗶𝗻𝗴 - Distributed tracing out of the box. Get full visibility into requests across multiple services, and see detailed activity within each service — including database queries, external calls, and request timings. • 𝗟𝗼𝗴𝗴𝗶𝗻𝗴 - Powerful log management with full context. Search logs by free text or time range, and instantly view the complete request trace for any log entry. • 𝗠𝗲𝘁𝗿𝗶𝗰𝘀 - Detailed metrics for each service. Monitor request latency, error rates, memory usage, and more — all displayed in clear, easy-to-read dashboards. • 𝗔𝗹𝗲𝗿𝘁𝗶𝗻𝗴 - Create alerts for errors and metrics. Trigger alerts when a service fails or exceeds memory thresholds, and receive instant notifications via email or Slack. • 𝗢𝗽𝗲𝗻𝗧𝗲𝗹𝗲𝗺𝗲𝘁𝗿𝘆-𝗻𝗮𝘁𝗶𝘃𝗲 - Trace0 is built on OpenTelemetry, so you can instrument your services using standard, open-source libraries with minimal setup. • 𝗦𝗶𝗺𝗽𝗹𝗲 𝗣𝗿𝗶𝗰𝗶𝗻𝗴 - Simple, usage-based pricing. You pay $0.60 per GB of ingested data — nothing else. 30-day retention, all features included. No seat fees, no per-service charges, no surprises. • 𝗔𝗜 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻𝘀 - Easily connect ChatGPT, Claude Code, Cursor, and other MCP-compatible AI assistants to explore your Trace0 observability data.

AgentOp is an innovative platform that enables users to build, test, and deploy AI agents directly within their web browsers, eliminating the need for installations or server dependencies. By leveraging open-source language models such as Llama, Qwen, Gemma, Phi, DeepSeek, and Hermes, AgentOp allows for local execution of large language models (LLMs) using WebGPU technology. This ensures that all data processing occurs on the user's device, maintaining privacy and security. Key Features and Functionality: - Local LLM Inference: Run open-source models directly in the browser, utilizing WebGPU for accelerated performance. Models are downloaded once and cached for offline use, ensuring that prompts and data remain on the user's device. - In-Browser Python Runtime: Define and execute Python tools within the browser using Pyodide, a WebAssembly port of CPython. This supports the full scientific stack, including libraries like NumPy and Pandas, without any server-side execution. - One-File Export & Sharing: Export the entire AI agent—including the model loader, Python runtime, user interface, and encrypted API keys—as a single standalone HTML file. This file can be shared via email, embedded on websites, or run offline without any additional installations. - AI Template Generator: Describe your desired agent in plain English, and AgentOp generates a complete template, including HTML, Python tools, and prompts, entirely within your browser. Your API keys are never sent to AgentOp's servers, ensuring security. - Cloud Integration on Demand: For tasks requiring more advanced models, seamlessly switch to cloud providers like OpenAI or Anthropic using your own API keys. These keys are encrypted client-side and never stored by AgentOp, allowing a mix of local and cloud-based processing within the same agent. Primary Value and User Solutions: AgentOp addresses the challenges of deploying and sharing AI agents by providing a self-contained, offline-capable solution that requires no backend infrastructure or user account sign-ups. It empowers developers to prototype AI agents rapidly and enables non-technical users to run these agents effortlessly by simply opening a file. This approach ensures data sovereignty, portability, and ease of distribution, making it particularly valuable for users who prioritize privacy and simplicity in deploying AI solutions.

Accelerate your AI SaaS development with Vibe44, the 100% agent-native Next.js boilerplate. Stop wasting valuable time on repetitive infrastructure setup and focus on building the core features that will drive revenue. Vibe44 provides a comprehensive, production-ready foundation designed to help you ship high-performance SaaS and AI-powered products in days, not months. • Rapid Development: Skip months of tedious coding with a starter kit engineered for AI agents. • Full Stack Features: Includes pre-built authentication, payments, teams, dashboard, and premium UI components. • AI Integration: Features an MCP server for seamless AI agent documentation querying and integration. • Cost Savings: Avoid an estimated $36,000 in engineering costs and over 480 hours of development time. • Scalable Architecture: Built with a robust architecture that ensures your application can scale. • Key Technologies: Leverages Next.js, React, Supabase, Stripe, and integrates with leading AI models like OpenAI, Claude, Gemini, DeepSeek, and OpenRouter. Vibe44 is trusted by builders who want to move fast and launch unlimited applications with a single purchase. Get lifetime access and start shipping your next AI SaaS this weekend.

Kickin is an event health monitoring tool that catches broken tracking before it skews ad spend. Marketing teams rely on GA4, Meta, Google Ads, and TikTok to measure what's working, but pixels break silently. A checkout event stops firing after a deploy, a parameter changes, or two platforms start reporting different numbers for the same campaign. Kickin watches for all of this in real time and flags it before the bad data reaches your dashboards. Setup takes one script tag added alongside your existing analytics. From there, Kickin auto-detects your funnel events and expected parameters, so there's no manual mapping required. When something breaks, it opens an incident with the full context: what was expected, what actually fired, which tracker was affected, and a timeline leading up to the failure. Incidents can be filtered by severity and status, and alerts go out over email or Slack. For teams that need more reliability than browser-based tracking can offer, Kickin also supports server-side event sending through Meta CAPI and GA4, helping recover data lost to ad blockers, ITP, and other browser restrictions. Kickin is built for ecommerce brands, agencies managing tracking across multiple client accounts, and SaaS companies that need their conversion data to hold up under scrutiny. Best for: marketing and growth teams who need to trust their attribution numbers and catch tracking failures before they show up as a drop in ROAS.

DrivenStack builds and manages GoHighLevel CRM and automation systems for mid-size businesses. We have been doing this since 2019, across 200+ companies and 2,000+ projects, in industries like property management, financial services, healthcare, SaaS, coaching, real estate, and high-ticket services. We are a GoHighLevel Certified Admin and a Zapier Platinum Solution Partner, so the platform expertise is credentialed, not claimed. What sets the work apart is the engineering depth behind it. When a no-code tool hits its ceiling, we write the code that gets you past it. What we do: - GoHighLevel CRM setup, migration, and optimisation. Pipeline architecture, workflow automation, form routing, speed-to-lead, reporting dashboards, and full rebuilds of accounts set up badly the first time. - No-code and custom-code automation. Zapier, Make, n8n, and API-level integrations that connect your sales, marketing, and support tools into one system. - AI integrations and AI voice agents. Vapi, Retell, and OpenAI-powered workflows for intake, qualification, recruiting, and follow-up. - Dedicated automation and CRM experts. Embedded technical resources for teams that need ongoing build and support, not a one-off project. - Revenue operations. Data models, SLA timers, quote and renewal follow-up, and reporting you can actually make decisions from. Core stack: GoHighLevel, Zapier, Make.com, n8n, Vapi, Retell, Twilio, Airtable, OpenAI, Supabase, and custom API development. Clients come to us when their CRM has started creating more work instead of less. Every system we build is documented, tested before it goes live, and designed to hold up once real volume hits it. That is the difference between software that looks functional in a demo and a system your team can actually run on. Serving clients across the US, UK, Australia, Germany, and the UAE.

cognipeer is an AI opearting suite built for enterprises that need en-to-end AI adoption and governance art scale. The suite gives organisations everything they need to build, orchestrate, evaluate, and deploy AI agents and workflows across their existing business systems; from a no-code studio for non-technical users to a full developer stack for engineering teams building at scale. At its core, cognipeer brings together integrated layers; Studio: no-code AI builder for designing agents, workflows, and data connections Console: a governance and infrastructure layer with an OpenAI-compatible API, provider routing, vector orchestration, and tracing Agent SDK: a deterministic TypeScript runtime for production-grade agent reasoning with human-in-the-loop control Agent Server: a serving layer that turns agents into production REST APIs Chat UI: drop-in React components for deploying conversational interfaces across any channel. All layers work together in one suite, so teams aren't stitching together separate tools.

OpenConnector by OOMOL connects AI agents and applications to the business tools their users already use. Built for developers adding integrations to agent products and SaaS applications, it provides a reusable gateway for discovering actions, connecting accounts and calling services such as Gmail, Slack, GitHub, Notion and Airtable. Developers can use the TypeScript Connector SDK, oo CLI, MCP, HTTP or OpenAPI to work with connected accounts. OpenConnector handles OAuth2, API keys and custom credentials, exposes action schemas and required scopes, and provides runtime tokens to control which actions and connections a client can access. Its web console helps teams configure connections, inspect actions and review execution logs. OpenConnector is source-available and self-hostable, with deployment options including Docker, Node.js and Cloudflare Workers. Teams can operate their own storage, OAuth apps, access policies and logs, or use OOMOL-hosted connectors with managed OAuth. Locally configured connections store provider credentials in the runtime; SaaS OAuth connections retain provider tokens on the SaaS service. Agents call actions without receiving raw provider tokens. The OpenConnector License permits commercial use, including internal deployments and embedding in products whose primary value lies elsewhere. Offering OpenConnector or a modified version as a hosted or managed service whose primary value is its connector functionality requires an OOMOL commercial license. Full license terms and source code are available at https://github.com/oomol-lab/open-connector.

21tunnel is an open-source tunneling service built for AI coding agents. It gives assistants like Claude Code, Cursor, and Devin scoped, short-lived credentials to open secure public URLs to localhost, with one-click cascade revoke — instead of handing the agent a full-access API token. It also works as a complete ngrok alternative: HTTP, TCP, SSH and gRPC tunnels from a single Rust binary, sticky subdomains, custom domains on the free tier, edge auth via Google sign-in, a live request inspector, and teams with RBAC and audit logs. The full stack self-hosts under MIT and Apache-2.0.

SaaSConstruct is a comprehensive AWS cloud template designed to accelerate the development and deployment of SaaS applications. It offers a full-stack framework that integrates frontend, backend, and cloud infrastructure, enabling developers to launch scalable and production-ready SaaS products efficiently. Key Features: - Full-Stack AWS Integration: Combines a Vue.js and TypeScript frontend with a Python-powered AWS Lambda backend, managed through AWS CDK. - Built-In SaaS Essentials: Includes user authentication, subscription and invoicing management, payment integration, email services, and user dashboards out of the box. - Serverless Architecture: Optimized for minimal AWS operational costs and scalable performance using serverless technologies. - Automated CI/CD Pipelines: Pre-configured continuous integration and deployment workflows streamline updates and maintenance. - AI Integration Support: Supports integration with AI models from AWS Bedrock and OpenAI, including customizable AI chatbots. - Extensible Admin and User Panels: Provides ready-to-use admin and user dashboards with CMS, SEO, internationalization, and blogging capabilities. Primary Value and Solutions: SaaSConstruct addresses the challenges of building and deploying SaaS applications by providing a ready-to-deploy boilerplate that reduces setup time and development costs. Its serverless architecture ensures cost efficiency during development, while built-in features like authentication, payment processing, and AI integration allow developers to focus on innovation and core functionalities. By offering a scalable, production-ready foundation, SaaSConstruct enables rapid MVP development, efficient management of subscription-based services, and the incorporation of advanced AI capabilities, making it an ideal solution for startups and tech entrepreneurs aiming to accelerate their go-to-market strategies.

The "Magento 2.3.5p2 OSE: aMiSTACX G4 S3RRJ LAMP" is a pre-configured Amazon Machine Image (AMI) designed to facilitate the deployment of Magento 2.3.5p2 Open Source Edition on AWS infrastructure. This solution integrates a robust LAMP (Linux, Apache, MySQL, PHP stack, optimized for high performance and scalability, enabling businesses to establish and manage their e-commerce platforms efficiently. Key Features and Functionality: - Optimized LAMP Stack: Includes Ubuntu 18.04.5 LTS, Apache 2.4, MySQL 5.7, and PHP 7.3, configured for optimal performance. - Magento 2.3.5p2 Pre-Installed: Offers a ready-to-use Magento environment, reducing setup time and complexity. - Scalability: Supports AWS Auto Scaling and integration with AWS services like S3 for media storage and RDS for database management, ensuring the platform can handle varying traffic loads. - Security Enhancements: Incorporates security best practices, including regular updates and patches, to safeguard the e-commerce platform. - Performance Boosters: Features aMiSTACX modules such as S3R-Alpha for S3 media integration, Ramjet for full-page caching, and StarFlare for enhanced catalog search functionality. Primary Value and Problem Solved: This AMI addresses the challenges of deploying and managing a high-performance Magento e-commerce platform on AWS. By providing a pre-configured, optimized environment, it significantly reduces the time and technical expertise required for setup. The integration with AWS services ensures scalability and reliability, allowing businesses to focus on growth and customer engagement without worrying about infrastructure complexities. Additionally, the included aMiSTACX modules enhance performance and user experience, leading to improved customer satisfaction and increased sales.

Digma is a Continuous Feedback platform designed to help developers proactively identify and resolve code-level performance and scalability issues during the development phase. By integrating seamlessly into Integrated Development Environments (IDEs), Digma analyzes runtime data to detect potential problems before they reach production, thereby reducing the risk of costly disruptions and enhancing overall code quality. Key Features and Functionality: - Dynamic Code Analysis Engine: Automatically detects performance regressions, scalability bottlenecks, and inefficient queries at the code level in pre-production environments. - Preemptive Issue Identification: Highlights risky code changes and impacted components before merging pull requests, reducing deployment failures and debugging time. - Local Data Processing: Operates without sending data externally, ensuring privacy and full control over observability data. - Seamless Integration: Requires no code modifications or additional instrumentation; integrates smoothly with IDEs and existing OpenTelemetry observability stacks. - MCP Server Extension: Enhances AI-assisted code reviews, test generation, and fix suggestions by leveraging runtime context from production and pre-production data. Primary Value and Problem Solved: Digma empowers engineering teams to detect and address code-level issues early in the development cycle, preventing them from escalating into production incidents. This proactive approach not only enhances code quality and application performance but also reduces debugging time and infrastructure costs. By providing continuous feedback directly within the development environment, Digma streamlines workflows, accelerates delivery, and ensures a more reliable software development process.

What does it do? Fairway certifies AI agents before they ship, enforces policy on every action at runtime, and keeps an audit trail a compliance reviewer can read. What problem does it solve? AI agents decide, call tools and act without a deterministic, auditable path. Traditional security and monitoring tools do not cover that. Teams cannot show an agent was safe before launch or that each action was governed afterward. Fairway gates each action and records the evidence. Who is it for? Teams deploying autonomous or tool-using AI agents into real workflows, especially regulated ones. Two audiences: enterprise buyers (CISOs, risk officers, CTOs, heads of AI) and AI builders shipping on LangGraph, CrewAI, MCP or custom stacks. Personas: AI/platform engineers, security/CISO, risk/compliance, QA/eval. How is it different from other agent tools? It is not an agent framework. It is a trust layer inside the harness of an existing agent: certify before launch, enforce policy inline at runtime, audit after. The decision path is deterministic-first (four model-free gates run before any LLM sees the payload), and it can run self-hosted so data stays in the customer network. How do I get started? pip install "agentrust-py[embedded,retry]", then wrap an agent with @harness or call auto_instrument(). Or run the Governance Baseline: full pipeline, enforcement switched off, about 20 minutes to install. Integrations LangGraph, CrewAI, MCP, plus OpenAI and LangChain via auto_instrument(). TypeScript and Python SDKs.

Know what your competitors send, without subscribing to a single newsletter. Signal by StackEnhance follows the marketing email of 13,000+ online stores, mostly in Sweden, Norway, Denmark, Finland and Germany, and publishes what it sees as plain facts per brand: when the brand last emailed, how often it sends (measured over the last 90 days), its latest subject lines and send dates, its busiest send day and hour, its typical discount, and the same brand in its other markets. Three ways in, all free: brand pages on stackenhance.com (no sign-in), a read-only connector for ChatGPT and Claude (a standard MCP server, no API key), and a Chrome extension that shows a store's email facts on its own website. Honest numbers: Signal counts the 100,000+ marketing emails it has actually received. No open rates, no click rates, no estimates. Welcome, birthday and order emails are left out. Built for the Nordics: most competitor email tools are US-first; Signal follows the stores that sell in Sweden, Norway, Denmark, Finland and Germany, market by market. A free account adds side-by-side comparisons and alerts when a competitor starts a sale. Team plans on request.

88Agents is a platform for building AI chatbots and agents, built for agencies. Connect your own API keys from OpenAI, Anthropic, or Google, train agents on your clients' content, and deploy across web, Slack, and email. Fully white-label with custom branding, domains, and styling. Manage multiple client agents from a single dashboard with team permissions and usage tracking. Free tier available, no long-term contracts.

HailBytes ASM is a self-hosted Attack Surface Management platform purpose-built for pen-test firms, MSSPs, and enterprise security teams that need continuous external reconnaissance without sending sensitive client data to a third-party SaaS. The platform orchestrates 30+ best-in-class open-source security tools, including Subfinder, Amass, Assetfinder, OneForAll, HTTPx, Nmap, Naabu, Nuclei, Dalfox, S3Scanner, FFUF, and Eyewitness, through a multi-phase reconnaissance pipeline. Every subdomain, IP, open port, technology, and finding is correlated in one PostgreSQL 16 database, with WebSocket-driven live scan progress and a severity-ranked triage queue. Key capabilities include multi-tenant project isolation with RBAC and 2FA (so one platform serves every client), scheduled scans with diffed findings, webhook alerts to Slack, Microsoft Teams, Discord, Telegram, and Lark, AI-powered analysis via OpenAI or fully air-gapped Ollama (with NVIDIA CUDA and AMD ROCm GPU acceleration), and a built-in MCP server exposing 16 tools so AI agents like Claude Desktop, Claude Code, Cursor, and Windsurf can run recon campaigns end-to-end. Enterprise features include SCIM 2.0 provisioning, SARIF export for GitHub Code Scanning, Jira, ServiceNow, and PagerDuty ticketing, STIX/TAXII threat-intel sharing, and compliance evidence for 12 frameworks including SOC 2, ISO 27001, HIPAA, and PCI DSS 4.0. HailBytes ASM deploys from the AWS or Azure Marketplace, including Azure Government and AWS GovCloud, on a hardened Ubuntu 24.04 image in under 30 minutes. Pricing starts at $0.24/vCPU/hour with a 30-day free trial. Your account, your data, no vendor lock-in.