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Opportunities

Every opportunity PWAS has found, with its score and how much evidence backs it.

Highest score Trending Most voted Recently discovered Ready for validation New markets

Minimum confidenceAny

Trimwise
Developer tools
75PWAS score
Confidence
70
Token cost reduction for AI coding agents
Cache-aware gateway that trims agent context and shows real savings on your bill
WatchingWorth validating

New market · since 2025 (AI estimate)

GitHub repository gained 1454 stars in 87 daysVerified
Cursor's pricing page lists 2 paid plans, from $20 to $40 a month, plus a free plan and prices on request for larger customersVerified
OpenHands sells paid plans with prices on request, on its own pricing page, plus a free plan and prices on request for larger customersVerified

AIEstimated by a model, not verified: $20–200/mo · MVP 30 days · Complexity medium14 evidence items · found 10 Oct

No votes yet

Tollgate Keys

Developer tools

75PWAS score

Confidence

59

Self-hosted API gateway for LLM CLIs

Self-hosted key vault and spend caps for your team's coding CLIs

WatchingWorth validatingLow confidenceEmerging market · since 2023 (AI estimate)

GitHub repository gained 1033 stars in 226 daysVerified
GitHub repository gained 50969 stars in 1084 daysVerified
Teams use multiple LLM providers and coding CLIs and need centralized managementPublic claim

AIEstimated by a model, not verified: MVP 25 days · Complexity medium12 evidence items · found 11 Oct

No votes yet

Tallyroom

Data and analytics

74PWAS score

Confidence

65

Privacy-first web analytics alternative to Google Analytics

Cookie-free traffic reports for agencies running many small client sites

WatchingWorth validatingMature market · since 2005 (AI estimate)

GitHub repository gained 29346 stars in 2865 daysVerified
GitHub repository gained 21936 stars in 5671 daysVerified
GitHub repository gained 13103 stars in 632 daysVerified

AIEstimated by a model, not verified: MVP 30 days · Complexity medium34 evidence items · found 8 Oct

No votes yet

Dovecote

AI automation

72PWAS score

Confidence

54

Email infrastructure for autonomous AI agents

Email inboxes your AI agents create, own and use through an API

WatchingLow confidenceNew market · since 2025 (AI estimate)

Hacker News post received 169 points and 169 commentsVerified
GitHub repository gained 2099 stars in 1260 daysVerified
Use cases for email agents include data conversion, procurement negotiation, and model training.Public claim

AIEstimated by a model, not verified: MVP 35 days · Complexity medium10 evidence items · found 10 Oct

No votes yet

Tallyline

Creator and media

71PWAS score

Confidence

58

Video caption generation and correction

Multi-engine captions with only the doubtful words to check, sized for every screen

WatchingWorth validatingLow confidenceEmerging market · since 2023 (Verified)

Hacker News post received 20 points and 2 commentsVerified
Single transcription models produce errors that require time-consuming correctionPublic claim
People are already paying for video caption services (implied by cost-benefit analysis)Public claim

AIEstimated by a model, not verified: MVP 30 days · Complexity medium13 evidence items · found 29 Oct

No votes yet

Runlane

AI automation

70PWAS score

Confidence

62

Browser automation orchestration for AI agents

Run browser agents in production with queues, retries and replay

WatchingWorth validatingNew market · since 2024 (AI estimate)

LiteLLM sells paid plans with prices on request, on its own pricing page, plus a free plan and prices on request for larger customersVerified
Engineers building agentic systems see limitations in existing agent approachesPublic claim
Strong early traction is driving team expansion in this marketPublic claim

AIEstimated by a model, not verified: MVP 45 days · Complexity high9 evidence items · found 20 Oct

No votes yet

Keepstep

Infrastructure

70PWAS score

Confidence

44

Workflow orchestration and reliability for distributed systems

Durable workflows in TypeScript that run on your own Postgres

WatchingLow confidenceEstablished market · since 2017 (AI estimate)

Annualized revenue run rate is growing at over 200% year over yearPublic claim
Platform processed 1.9 trillion billable actions in August alone, growing 350% year over yearPublic claim
Enterprise adoption includes major technology and financial companiesPublic claim

AIEstimated by a model, not verified: MVP 45 days · Complexity high6 evidence items · found 8 Oct

Build 100%1 votePass 0%

Slipway

Infrastructure

69PWAS score

Confidence

53

Email relay for self-hosted applications

Mail gateway for self-hosted apps that sends past blocked SMTP ports

WatchingWorth validatingLow confidenceMature market · since 2010 (AI estimate)

Hacker News post received 83 points and 60 commentsVerified
Amazon SES's pricing page lists 1 paid plan, at $0.10 by usageVerified
Formspree's pricing page lists 3 paid plans, from $15 to $90 a month, plus a free plan and prices on request for larger customersVerified

12 evidence items · found 26 Oct

No votes yet

Tallyshelf

E-commerce

68PWAS score

Confidence

51

Supplement brand subscription management and fulfillment

Subscriptions, stock and shipping in one place for small supplement brands

WatchingLow confidenceEstablished market · since 2014 (Verified)

A business in this market listed for sale on Empire Flippers averages $44,799 a month in revenue ($24,161 net profit), figures vetted by the brokerVerified
Recharge: over 20 million subscribers across 15,000 merchants (2021) (May 2021)Public claim
Recharge: $277M growth capital, $2.1B valuation (May 2021)Public claim

5 evidence items · found 16 Oct

No votes yet

Placecard Room

Creator and media

68PWAS score

Confidence

48

Real-time collaborative seating charts for events

Seating charts shaped to your real venue, edited together live

WatchingLow confidenceMature market · since 2010 (AI estimate)

Pricing is £8 one-time to save a seating chart and £25/month for event managers.Public claim
Existing online seating tools use fixed table sizes, rigid templates, and charge high prices ($200), which do not match users' actual venues.Public claim
The product has 500+ paying customers in its first few weeks, organic-only growth.Public claim

5 evidence items · found 20 Oct

No votes yet

Fernlog

Infrastructure

67PWAS score

Confidence

80

Observability platform for development teams

OpenTelemetry logs, metrics and traces with phone-ready incident triage

WatchingWorth validatingMature market · since 2010 (AI estimate)

GitHub repository gained 32311 stars in 2104 daysVerified
GitHub repository gained 22300 stars in 1344 daysVerified
GitHub repository gained 9933 stars in 1122 daysVerified

39 evidence items · found 8 Oct

No votes yet

Rackbook

B2B SaaS

67PWAS score

Confidence

61

Billing and client management for hosting businesses

Invoices, renewals and client accounts for small web hosts, in one flat-priced app

WatchingWorth validatingMature market · since 2003 (AI estimate)

GitHub repository gained 1710 stars in 1607 daysVerified
Blesta's pricing page lists 8 paid plans, from $17.95 to $23.95 a monthVerified
WHMCS's pricing page lists 6 paid plans, from $9.99 to $84.95 a monthVerified

20 evidence items · found 10 Oct

No votes yet

Tenantpost

Developer tools

67PWAS score

Confidence

61

Email API for transactional and marketing email

Email API with its own credentials, domain and stats for every customer you send for

WatchingWorth validatingMature market · since 2009 (AI estimate)

Hacker News post received 15 points and 5 commentsVerified
Mailgun's pricing page lists 3 paid plans, from $15 to $90 a month, plus a free plan and prices on request for larger customersVerified
Postmark's pricing page lists 6 paid plans, from $5 to $50 a month, plus a free planVerified

16 evidence items · found 8 Oct

No votes yet

Shelfline

E-commerce

67PWAS score

Confidence

60

Headless commerce platform for multi-channel retailers

One back office for orders, stock and products across every sales channel

WatchingEstablished market · since 2015 (AI estimate)

GitHub repository gained 23449 stars in 4995 daysVerified
Shopify's pricing page lists 4 paid plans, from RON 99 to RON 1,460 a month, plus a free plan and prices on request for larger customersVerified
WooCommerce's pricing page lists 2 paid plans, at $25 a month, plus a free planVerified

16 evidence items · found 17 Oct

No votes yet

Plainshelf

B2B SaaS

67PWAS score

Confidence

60

Open-source collaborative documentation platform

Team wiki that stays plain Markdown, so you can always take your docs and go

WatchingWorth validatingMature market · since 2002 (AI estimate)

GitHub repository gained 21901 stars in 1162 daysVerified
GitHub repository gained 16900 stars in 1003 daysVerified
Miro's pricing page lists 2 paid plans, from $8 to $20 a year, plus a free plan and prices on request for larger customersVerified

17 evidence items · found 8 Oct

No votes yet

Evenbook

Consumer

67PWAS score

Confidence

57

Expense sharing and group settlement tracking

Split shared costs with friends and family. Open source, no sign-up needed.

WatchingWorth validatingLow confidenceMature market · since 2011 (AI estimate)

GitHub repository gained 2980 stars in 1038 daysVerified
GitHub repository gained 1468 stars in 959 daysVerified
The project has significant adoption and interest as an alternative to commercial solutions, with 2980 GitHub stars and 509 forks.Public claim

AIEstimated by a model, not verified: MVP 15 days · Complexity low14 evidence items · found 8 Oct

No votes yet

Stillpage

Productivity

66PWAS score

Confidence

55

Browser-based PDF editing tools

Edit, sign, merge and compress PDFs on your device. No upload, no account.

WatchingWorth validatingLow confidenceMature market · since 1993 (AI estimate)

Hacker News post received 54 points and 43 commentsVerified
iLovePDF's pricing page lists 1 paid plan, at €5 a month, plus a free plan and prices on request for larger customersVerified
Smallpdf sells paid plans with prices on request, on its own pricing page, plus a free plan and prices on request for larger customersVerified

12 evidence items · found 2 Nov

No votes yet

Tallyday

Productivity

66PWAS score

Confidence

49

Timesheet and time tracking software

Fast timesheets for teams: one flat price, every feature included

WatchingLow confidenceMature market · since 2006 (AI estimate)

There is a market need for fast, user-friendly timesheet software with flexible inputPublic claim
Existing competitors use expensive per-seat pricing and gate features behind premium tiersPublic claim
Users dislike filling in timesheets because existing solutions are slow and unfriendlyPublic claim

3 evidence items · found 10 Oct

No votes yet

Seatwise

AI automation

65PWAS score

Confidence

62

Cost-effective AI coding assistance for enterprises

Set AI coding budgets by team and role, and route work to the right model tier

WatchingWorth validatingEmerging market · since 2021 (AI estimate)

GitHub Copilot's pricing page lists 2 paid plans, from $4 to $21 a month, plus a free planVerified
GitHub Copilot offers cost management flexibility through cheaper model selection and access restrictionPublic claim
Claude is more expensive for enterprise than GitHub CopilotPublic claim

16 evidence items · found 10 Oct

No votes yet

Handbill

B2B SaaS

65PWAS score

Confidence

59

Self-hosted event management and ticketing

Sell tickets and check in guests with no per-ticket cut, paid to your own account

WatchingWorth validatingLow confidenceMature market · since 2010 (AI estimate)

GitHub repository gained 4055 stars in 1082 daysVerified
Eventbrite's pricing page lists 1 paid plan, at $15 a month, plus a free plan and prices on request for larger customersVerified
A market exists for self-hosted, open-source alternatives to commercial event ticketing platformsPublic claim

9 evidence items · found 10 Oct

No votes yet

Tollgate Keys

Developer tools

65PWAS score

Confidence

57

API integration infrastructure for AI agents

One managed connection layer between your AI agent and outside APIs

WatchingLow confidenceEmerging market · since 2021 (AI estimate)

Exa sells paid plans with prices on request, on its own pricing page, plus a free plan and prices on request for larger customersVerified
Replit's pricing page lists 2 paid plans, from $18 to $90 a month, plus prices on request for larger customersVerified
GitHub repository gained 1454 stars in 26 daysVerified

18 evidence items · found 18 Oct

No votes yet

Ownroom

Creator and media

65PWAS score

Confidence

57

Branded course and digital product platform

Sell courses and downloads from a site that is fully yours

WatchingWorth validatingLow confidenceMature market · since 2013 (AI estimate)

GitHub repository gained 1271 stars in 2626 daysVerified
Podia's pricing page lists 3 paid plans, from $42 to $150 a monthVerified
Teachable's pricing page lists 3 paid plans, from $39 to $189 a month, plus prices on request for larger customersVerified

16 evidence items · found 8 Oct

No votes yet

Paperbarn

B2B SaaS

65PWAS score

Confidence

57

Self-hosted visual website builder and CMS

Visual site builder and CMS you host yourself, with clean static output

WatchingWorth validatingLow confidenceMature market · since 2003 (AI estimate)

GitHub repository gained 8885 stars in 161 daysVerified
Framer's pricing page lists 2 paid plans, from $10 to $30 a month, plus a free plan and prices on request for larger customersVerified
WordPress's pricing page lists 4 paid plans, from $9 to $70 a month, plus prices on request for larger customersVerified

14 evidence items · found 8 Oct

No votes yet

Plainreel

Creator and media

65PWAS score

Confidence

56

Video hosting and streaming for content teams

Video hosting and streaming with a bill that matches what you use

WatchingWorth validatingLow confidenceMature market · since 2006 (AI estimate)

Wistia's pricing page lists 2 paid plans, from $79 to $329 a year, plus a free plan and prices on request for larger customersVerified
Switching to Bunny.net's video streaming significantly reduced video hosting costs compared to Wistia.Public claim
Existing video platforms engage in aggressive upselling of features customers don't need.Public claim

4 evidence items · found 17 Oct

No votes yet

Spendrail

AI automation

65PWAS score

Confidence

49

AI API cost control for enterprises

Track, cap and trim AI token spend across every team and agent

WatchingLow confidenceEmerging market · since 2023 (AI estimate)

OpenRouter sells paid plans with prices on request, on its own pricing page, plus a free plan and prices on request for larger customersVerified
ChatGPT and Anthropic enterprise tokens and API calls are expensive, with strong competition on OpenRouter.Public claim
Enterprises running parallel agents with subagents burn large amounts of tokens per minute, especially across thousands of engineers.Public claim

10 evidence items · found 26 Oct

No votes yet

Snapdrawer

Infrastructure

65PWAS score

Confidence

47

Self-hosted image hosting and sharing platform

Private image links and galleries for teams, hosted for you or on your own storage

WatchingLow confidenceMature market · since 2009 (AI estimate)

GitHub repository gained 1601 stars in 1069 daysVerified
The platform integrates with ShareX, a popular screenshot tool, indicating demand from users who need better backend hosting for screenshot workflows.Public claim
The product is described as a self-hosted image hosting platform designed specifically as an Imgur alternative with support for private links, collections, and storage integration.Public claim

4 evidence items · found 10 Oct

No votes yet

Shelfwise

E-commerce

65PWAS score

Confidence

46

Digital product publishing and distribution platform

Sell guides, courses and templates without running a website or help desk

WatchingLow confidenceMature market · since 2006 (AI estimate)

A business in this market sold on Empire Flippers averages $12,176 a month in revenue ($2,926 net profit), figures vetted by the brokerVerified

1 evidence item · found 9 Oct

No votes yet

Latchwork

Developer tools

65PWAS score

Confidence

45

Fast Git hook manager for development teams

Shared Git hook policy and timing reports for teams that want faster commits

WatchingLow confidenceEstablished market · since 2014 (AI estimate)

GitHub repository gained 8589 stars in 731 daysVerified
A fast Git hook manager written in Rust, designed as a drop-in alternative to pre-commitPublic claim
The project has significant adoption and community interest with 8589 stars and 245 forksAI inference

3 evidence items · found 8 Oct

No votes yet

Handoffrelay

Developer tools

65PWAS score

Confidence

42

Notification orchestration for development teams

One API to send email, SMS, push and in-app messages with retries and fallback

WatchingLow confidenceMature market · since 2013 (AI estimate)

GitHub repository gained 388 stars in 55 daysVerified

1 evidence item · found 15 Oct

No votes yet

Sagline

Developer tools

65PWAS score

Confidence

26

Code quality metrics for structural decay detection

Spot structural decay in pull requests before refactoring gets costly

WatchingLow confidenceMature market · since 2008 (AI estimate)

Existing code quality tools focus on bugs and complexity but do not address cohesive erosionPublic claim
Structural decay accumulates until it becomes expensive to change, requiring big refactors or rewritesPublic claim
A metric can identify specific files where structural erosion is occurringPublic claim

3 evidence items · found 11 Oct

No votes yet

Openpane

AI automation

64PWAS score

Confidence

62

Browser automation infrastructure for AI agents

Managed browsers for AI agents, with warm starts and human handoff

WatchingEstablished market · since 2017 (Verified)

The market is experiencing rapid growthPublic claim
Developers spend substantial time on browser infrastructure instead of core productPublic claim
Browser automation infrastructure for AI agents has paying customers and is seeing significant adoptionPublic claim

9 evidence items · found 14 Oct

No votes yet

Plainpost

B2B SaaS

64PWAS score

Confidence

61

Open source email delivery service alternative

Send email via your own SES or SMTP, with a clear delivery dashboard

WatchingWorth validatingMature market · since 2006 (AI estimate)

GitHub repository gained 4707 stars in 938 daysVerified
GitHub repository gained 916 stars in 498 daysVerified
Amazon SES's pricing page lists 1 paid plan, at $0.10 by usageVerified

33 evidence items · found 8 Oct

No votes yet

Rackbid

Infrastructure

64PWAS score

Confidence

58

GPU and AI server transaction coordination

One spec sheet, many dealer bids for GPU and AI server trades, tracked to settlement

WatchingWorth validatingLow confidenceNew market · no product yet (AI estimate)

Hacker News post received 77 points and 51 commentsVerified
Identical hardware receives dramatically different quotes due to information asymmetry; neither seller is necessarily wrong, they have different information and can only see their own corner of the marketPublic claim
The market received over $300M in requests for quotes during the platform's first monthPublic claim

8 evidence items · found 9 Oct

No votes yet

Tidyhour

Productivity

64PWAS score

Confidence

56

Time tracking and invoicing for freelancers

Track billable hours and send e-invoices, with your data always exportable

WatchingWorth validatingLow confidenceMature market · since 2006 (AI estimate)

GitHub repository gained 633 stars in 428 daysVerified
Clockify's pricing page lists 5 paid plans, from $3.99 to $12.99 a month, plus a free planVerified
Toggl's pricing page lists 4 paid plans, from $9 to $16 a month, plus a free plan and prices on request for larger customersVerified

7 evidence items · found 17 Oct

No votes yet

Tollgate Keys

B2B SaaS

64PWAS score

Confidence

52

Enterprise AI API gateway and billing platform

One gateway to meter, bill and secure every AI API your teams use

WatchingLow confidenceEmerging market · since 2023 (Verified)

GitHub repository gained 975 stars in 79 daysVerified
There is established demand for AI API gateway solutions, with existing open-source and commercial products serving different market segmentsPublic claim
Enterprise organizations need AI API gateways with billing, subscription, and multi-region capabilities distinct from simpler relay systemsPublic claim

9 evidence items · found 11 Oct

No votes yet

Plainsend

Developer tools

63PWAS score

Confidence

60

API development client for engineers

A light API client that works offline and keeps requests in plain files

WatchingWorth validatingMature market · since 2012 (AI estimate)

GitHub repository gained 80587 stars in 2605 daysVerified
GitHub repository gained 47402 stars in 1472 daysVerified
GitHub repository gained 2926 stars in 1314 daysVerified

16 evidence items · found 8 Oct

No votes yet

Loomtable

Creator and media

63PWAS score

Confidence

59

AI-native video creation workspace

An open canvas where AI models, clips and a timeline work together

WatchingWorth validatingLow confidenceEmerging market · since 2023 (AI estimate)

GitHub repository gained 1072 stars in 17 daysVerified
GitHub repository gained 306 stars in 73 daysVerified
GitHub repository gained 959 stars in 6 daysVerified

17 evidence items · found 11 Oct

No votes yet

Stillopen

Developer tools

63PWAS score

Confidence

59

Fresh place data API for AI agents and apps

Check a place is still open before your agent acts. Fresh place data by API.

WatchingWorth validatingLow confidenceMature market · since 2005 (AI estimate)

Hacker News post received 81 points and 60 commentsVerified
As AI agents scale their interaction with the real world (searching, booking, shopping), the problem of stale place data becomes significantly more acute.Public claim
LLMs perform poorly on local place queries, with even the best models making mistakes on approximately 1 in 12 local queries, indicating a significant accuracy gap.Public claim

7 evidence items · found 10 Oct

No votes yet

Variantreel

AI automation

63PWAS score

Confidence

58

Automated personalized video content generation

Turn one master video into hundreds of tailored versions, checked first

WatchingLow confidenceEstablished market · since 2017 (AI estimate)

Unit is building a video platform for automatic personalized content productionPublic claim
Unit has paying customers using their video platformPublic claim
HeyGen: Surpassed $200M ARR, doubling in eight months (2026-06-25)Public claim

10 evidence items · found 20 Oct

No votes yet

Facet

AI automation

63PWAS score

Confidence

57

Realtime avatar video generation for voice AI

Realtime talking avatars for your voice AI, in a few lines of code

WatchingWorth validatingLow confidenceNew market · since 2024 (AI estimate)

GitHub repository gained 330 stars in 29 daysVerified
ElevenLabs's pricing page lists 5 paid plans, from $6 to $990 a month, plus a free plan and prices on request for larger customersVerified
LiveKit's pricing page lists 2 paid plans, from $50 to $500 a month, plus a free plan and prices on request for larger customersVerified

9 evidence items · found 29 Oct

No votes yet

Keepreel

Productivity

63PWAS score

Confidence

57

Screen recording and video editing for professionals

Record, trim and share screen clips from your own storage bucket

WatchingWorth validatingLow confidenceMature market · since 2006 (AI estimate)

GitHub repository gained 2369 stars in 270 daysVerified
GitHub repository gained 1382 stars in 181 daysVerified
CleanShot X's pricing page lists 2 paid plans, at $10 a monthVerified

12 evidence items · found 8 Oct

No votes yet

Postbarn

Marketing and sales

63PWAS score

Confidence

57

Self-hosted newsletter and mailing list management

Newsletters and mailing lists you own, with flat pricing and full export

WatchingWorth validatingLow confidenceMature market · since 1998 (AI estimate)

GitHub repository gained 23719 stars in 2661 daysVerified
Mailchimp's pricing page lists 2 paid plans, from €11.70 to €18 a month, plus a free planVerified
The product supports SMS gateways, SMTP, and transactional emails in addition to newsletter campaigns.Public claim

5 evidence items · found 8 Oct

No votes yet

Lapse Watch

Infrastructure

63PWAS score

Confidence

53

SSL certificate expiration monitoring and alerts

Get warned before an SSL certificate expires. Pay per certificate, no plans.

WatchingWorth validatingLow confidenceMature market · since 2005 (AI estimate)

CertObserver's pricing page lists 4 paid plans, from $9 to $99 a monthVerified
Simple, affordable pay-as-you-go pricing is preferred over complex plansPublic claim
There is demand for multi-channel alert deliveryPublic claim

5 evidence items · found 23 Oct

No votes yet

Penny Gauge

AI automation

63PWAS score

Confidence

51

Cost-efficient AI inference for developers

Replay your real prompts on any model and see what each one costs per task

WatchingLow confidenceEstablished market · since 2020 (AI estimate)

High token costs are a barrier to adoption of newer AI models, with price being a decisive factor in whether developers use them.Public claim
Token cost varies significantly with model capability settings, and even medium settings can incur unexpectedly high charges on newer models.Public claim
Developers face unexpected high costs when using newer AI models, with token consumption significantly exceeding prior expectations based on older model pricing.Public claim

12 evidence items · found 30 Oct

No votes yet

Pagewise

AI automation

63PWAS score

Confidence

49

AI-powered website content personalization for B2B

Rewrites your landing page for each visiting company, with no extra URLs to manage

WatchingLow confidenceMature market · since 2012 (AI estimate)

Hacker News post received 46 points and 56 commentsVerified
Getting salespeople to integrate custom URLs into different email sequencing tools is almost insurmountable without building additional softwarePublic claim
Significant commercial opportunity exists in increasing top-of-funnel inbound conversions through B2B landing page personalizationAI inference

6 evidence items · found 11 Oct

No votes yet

Stashlight

Productivity

63PWAS score

Confidence

49

Self-hosted bookmark and content management

Save links, notes and images to a private library you own, with search and auto-tags

WatchingLow confidenceMature market · since 2003 (AI estimate)

GitHub repository gained 29524 stars in 975 daysVerified
GitHub repository gained 13002 stars in 4936 daysVerified
GitHub repository gained 11279 stars in 2659 daysVerified

18 evidence items · found 8 Oct

No votes yet

Fieldprobe

Security and compliance

63PWAS score

Confidence

45

Web application security testing tools

Replay requests, catch callbacks, and write up web security findings as a team

WatchingLow confidenceMature market · since 2003 (AI estimate)

GitHub repository gained 346 stars in 3 daysVerified
Supports multiple professional security testing workflowsPublic claim
Open-source alternative to Burp Suite with professional security testing capabilitiesPublic claim

3 evidence items · found 22 Oct

No votes yet

Tillmark

Data and analytics

63PWAS score

Confidence

45

Revenue-focused analytics for online businesses

See which visits, sources and pages actually earn money, in one place

WatchingLow confidenceMature market · since 2005 (AI estimate)

GitHub repository gained 2376 stars in 73 daysVerified
The product integrates with multiple payment processors (Stripe, Polar, LemonSqueezy, Dodo Payments), suggesting founders actively use these platforms and need consolidated revenue visibility.Public claim
A self-hosted solution offering revenue-first analytics, session replay, and direct payment processor integrations addresses a gap where existing tools separate traffic data from revenue data.Public claim

4 evidence items · found 10 Oct

No votes yet

Fitpage

AI automation

62PWAS score

Confidence

57

Tailored resume and cover letter generation for job seekers

Private resume and cover letter tailoring that runs on your own device

WatchingWorth validatingLow confidenceEmerging market · since 2023 (AI estimate)

GitHub repository gained 524 stars in 23 daysVerified
resumehero: $141 all-time revenue, no active subscriptions; Pro $5 one-time (Oct 26, 2026)Verified
The app solves resume and cover letter writing for job seekers, enabling tailoring per application at scale without manual effort or external service costs.Public claim

5 evidence items · found 26 Oct

No votes yet

Signalpost

Infrastructure

62PWAS score

Confidence

57

Self-hosted status page system

Self-hosted status page and incident log you own, with a managed option

WatchingWorth validatingLow confidenceMature market · since 2013 (AI estimate)

GitHub repository gained 15256 stars in 4344 daysVerified
Incident.io's pricing page lists 3 paid plans, from $15 to $25 a month, plus a free plan and prices on request for larger customersVerified
Cachet is described as the open source, self-hosted status page system, indicating a market need for alternatives to proprietary solutions.Public claim

4 evidence items · found 8 Oct

No votes yet

Walkthru Pilot

B2B SaaS

62PWAS score

Confidence

55

Automated product demos for SaaS onboarding

An agent that runs your real app and gives every prospect the same guided demo

WatchingLow confidenceEstablished market · since 2018 (AI estimate)

Hacker News post received 40 points and 14 commentsVerified
The founders charge customers based on complexity, support, and scope, plus per-call charges.Public claim
The founders built an internal demo automation tool and found persistent demand for this capability.Public claim

13 evidence items · found 11 Oct

No votes yet

Cellwalk

AI automation

62PWAS score

Confidence

53

LLM-controlled browser automation with security sandboxing

Let any LLM drive a real browser in a locked sandbox, with egress rules and audit logs

WatchingLow confidenceNew market · since 2025 (AI estimate)

Gobii supports multiple LLM providers, reducing vendor lock-in unlike single-provider competitors.Public claim
Gobii is in production with paying customers, indicating market demand for secure LLM-controlled browser automation.Public claim
Most projects in this space treat sandboxing and security as less important than it should be, representing a gap in existing solutions.Public claim

8 evidence items · found 17 Oct

No votes yet

Hourkeep

Productivity

62PWAS score

Confidence

53

Modern, self-hosted time tracking for teams

Self-hosted time tracking for teams that own their data

WatchingWorth validatingLow confidenceMature market · since 2006 (AI estimate)

GitHub repository gained 8976 stars in 996 daysVerified
GitHub repository gained 5065 stars in 3642 daysVerified
Kimai's pricing page lists 2 paid plans, from €2.99 to €3.99 a month, plus a free planVerified

6 evidence items · found 8 Oct

No votes yet

Nodeledger

Infrastructure

62PWAS score

Confidence

51

Kubernetes cost accounting and optimization

See what each Kubernetes namespace really costs, overhead included

WatchingLow confidenceEstablished market · since 2019 (AI estimate)

GitHub repository gained 485 stars in 2835 daysVerified
The product provides per-namespace CPU, memory and GPU usage accounting, with non-allocatable overhead made visiblePublic claim
The product connects to AI assistants via MCP for plain-language analysis, supporting multiple AI providersPublic claim

6 evidence items · found 17 Oct

No votes yet

Tollgate Keep

AI automation

62PWAS score

Confidence

49

AI API cost management for developers

Spending caps, context alerts and model routing for teams building on AI APIs

WatchingWorth validatingLow confidenceEmerging market · since 2023 (Verified)

Developers experience significant unplanned cost overruns due to gradual expansion of prompts and requests without cost awareness.Public claim
Setting input size limits upfront helps developers manage AI API costs more effectively.Public claim
Developers are actively switching to lower-cost models when performance allows, indicating price sensitivity in AI API usage.Public claim

6 evidence items · found 19 Oct

No votes yet

Findwell

E-commerce

62PWAS score

Confidence

48

Multimodal search and discovery for ecommerce

Text and photo product search you can add to your shop in days

WatchingLow confidenceEstablished market · since 2019 (AI estimate)

GitHub repository gained 5028 stars in 1538 daysVerified
Constructor: $25M Series B at $550M valuation (2024)Public claim
Constructor: Revenue doubled for third year in a row (2024)Public claim

8 evidence items · found 17 Oct

No votes yet

Tokenwise Ledger

AI automation

62PWAS score

Confidence

48

AI API cost tracking and optimization tools

Track AI API spend across providers and compare what a workload would cost

WatchingLow confidenceEmerging market · since 2023 (Verified)

Hacker News post received 20 points and 8 commentsVerified
Langfuse: $4M seed round, Nov 2023 (2023-11)Public claim
Langfuse: Acquired by ClickHouse, January 2026 (2026-01)Public claim

5 evidence items · found 15 Oct

No votes yet

Pacegrid

Data and analytics

62PWAS score

Confidence

46

Real-time analytics database for large-scale data

Watch slow queries and cost on your analytics database from any phone

WatchingLow confidenceMature market · since 2012 (AI estimate)

GitHub repository gained 50297 stars in 3780 daysVerified
ClickHouse is a real-time analytics database system designed for handling large-scale data queriesPublic claim
Snowflake states on its own website: Over 7,200 brands use SnowflakePublic claim

4 evidence items · found 8 Oct

No votes yet

Tilework

B2B SaaS

62PWAS score

Confidence

44

Web-based design tools with performance at scale

Browser design tool built to stay fast on very large design systems

WatchingLow confidenceEstablished market · since 2016 (AI estimate)

Improved performance and support for large design systems were commonly cited reasons among paying customers for switching to web-based design tools.Public claim
Users migrated from desktop applications to web-based design tools, with performance and collaboration as key drivers.Public claim
Framer: $100M Series D at $2B valuation (August 2025)Estimate

4 evidence items · found 14 Oct

No votes yet

Waypaint

Creator and media

62PWAS score

Confidence

38

Media creation and editing tools for artists

Turn work-in-progress snapshots into shareable process reels

WatchingLow confidenceNew market · no product yet (AI estimate)

A business in this market sold on Empire Flippers averages $29,089 a month in revenue ($24,878 net profit, $19,348 recurring), figures vetted by the brokerVerified

1 evidence item · found 9 Oct

No votes yet

Rankbench

Infrastructure

61PWAS score

Confidence

67

BM25 full-text search for Postgres databases

Tune and test keyword plus vector search on your own Postgres database

WatchingEmerging market · since 2023 (AI estimate)

Hacker News post received 203 points and 56 commentsVerified
ParadeDB sells paid plans with prices on request, on its own pricing page, plus a free plan and prices on request for larger customersVerified
Postgres lacks native BM25 search capability, forcing teams to choose between limited built-in search or external solutionsPublic claim

13 evidence items · found 1 Nov

No votes yet

Reelcut Studio

Creator and media

61PWAS score

Confidence

67

AI-powered short-form video generation from long-form content

Turn long videos into clean vertical clips, no watermark, no per-clip fees

WatchingWorth validatingEmerging market · since 2023 (Verified)

GitHub repository gained 5278 stars in 832 daysVerified
Klap's pricing page lists 3 paid plans, from $14 to $94 a yearVerified
Opus Clip's pricing page lists 2 paid plans, from $15 to $29 a month, plus a free plan and prices on request for larger customersVerified

24 evidence items · found 8 Oct

No votes yet

Spillway

AI automation

61PWAS score

Confidence

66

Cost optimization for LLM-powered development tools

Send routine coding-agent work to cheap models; keep premium ones for hard problems

WatchingWorth validatingNew market · since 2025 (AI estimate)

GitHub repository gained 363 stars in 46 daysVerified
Premium models are underutilized on low-complexity tasks in agent workflowsPublic claim
Developers with Claude Code and Codex subscriptions spend on premium model APIs for both routine and complex coding agent workPublic claim

9 evidence items · found 28 Oct

No votes yet

Stallhand

E-commerce

61PWAS score

Confidence

57

Enterprise multi-vendor marketplace platform

Run sellers, catalogs and payouts for your marketplace from one console

WatchingWorth validatingLow confidenceMature market · since 2008 (AI estimate)

GitHub repository gained 28246 stars in 2959 daysVerified
GitHub repository gained 15761 stars in 6795 daysVerified
Shopify's pricing page lists 4 paid plans, from RON 99 to RON 1,460 a month, plus a free plan and prices on request for larger customersVerified

25 evidence items · found 17 Oct

No votes yet

Loftline

Productivity

61PWAS score

Confidence

57

Self-hosted team chat on serverless infrastructure

Team chat you own, on serverless infrastructure with no servers to run

WatchingWorth validatingLow confidenceMature market · since 2013 (AI estimate)

GitHub repository gained 1018 stars in 192 daysVerified
Mattermost sells paid plans with prices on request, on its own pricing page, plus prices on request for larger customersVerified
Slack's pricing page lists 2 paid plans, from €8.25 to €18 a month, plus a free plan and prices on request for larger customersVerified

6 evidence items · found 14 Oct

No votes yet

Waymark

B2B SaaS

61PWAS score

Confidence

57

In-app onboarding tours and product guidance

Product tours and checklists served from your own stack, at a flat price

WatchingWorth validatingLow confidenceMature market · since 2011 (AI estimate)

GitHub repository gained 2316 stars in 622 daysVerified
Appcues sells paid plans with prices on request, on its own pricing page, plus prices on request for larger customersVerified
Chameleon's pricing page lists 3 paid plans, from $279 to $750 a month, plus prices on request for larger customersVerified

13 evidence items · found 8 Oct

No votes yet

Spoolwork

Developer tools

61PWAS score

Confidence

57

Low-code workflow automation platform for developers

Turn a script into a webhook, a form and a schedule, on your own servers

WatchingWorth validatingLow confidenceEstablished market · since 2015 (AI estimate)

GitHub repository gained 18136 stars in 1618 daysVerified
Retool's pricing page lists 2 paid plans, from €9 to €46 a month, plus a free plan and prices on request for larger customersVerified
Temporal's pricing page lists 2 paid plans, at $500 a month, plus a free plan and prices on request for larger customersVerified

8 evidence items · found 8 Oct

No votes yet

Ledgerleaf

B2B SaaS

61PWAS score

Confidence

57

Open-source CRM alternative to Salesforce

Open-source CRM with pipelines, tasks and AI. Self-host it or let us run it.

WatchingWorth validatingLow confidenceMature market · since 1999 (AI estimate)

GitHub repository gained 58083 stars in 1407 daysVerified
Salesforce's pricing page lists 6 paid plans, from $5 to $550 a month, plus a free planVerified
GitHub repository gained 2446 stars in 3426 daysVerified

23 evidence items · found 8 Oct

No votes yet

Smallroot

Infrastructure

61PWAS score

Confidence

53

Static site hosting for small users

Static site hosting priced per site, with fair data transfer rates

WatchingWorth validatingLow confidenceEstablished market · since 2015 (AI estimate)

Statichost.eu's pricing page lists 2 paid plans, from €9 to €49 a month, plus a free planVerified
Static hosting services charge data transfer rates substantially higher than AWS, at roughly 10 times the per-gigabyte cost.Public claim
Existing static hosting services charge by account with unlimited sites rather than per site, and prices are too high for small users.Public claim

6 evidence items · found 13 Oct

No votes yet

Larder

Infrastructure

61PWAS score

Confidence

53

Self-hosted application management platform

Run your own apps on your own server, without the command line.

WatchingLow confidenceMature market · since 2010 (AI estimate)

GitHub repository gained 9682 stars in 1657 daysVerified
Nextcloud's pricing page lists 4 paid plans, from €42 to €204.75 a yearVerified
Unraid's pricing page lists 3 paid plans, from $49 to $249 one-timeVerified

8 evidence items · found 8 Oct

No votes yet

Pagefold

Infrastructure

61PWAS score

Confidence

52

Website hosting and CDN for small sites

Domain, hosting and CDN for small static sites in one simple place

WatchingLow confidenceMature market · since 2006 (AI estimate)

Cloudflare has generous freemium pricing tiersPublic claim
Google Cloud CDN requires expensive separate load balancer purchases monthlyPublic claim
Setting up simple websites on Google/AWS is unnecessarily difficultPublic claim

7 evidence items · found 8 Oct

No votes yet

Inboxward

Infrastructure

61PWAS score

Confidence

42

Transactional and broadcast email APIs

Email API for app mail and broadcasts, built around inbox placement

WatchingLow confidenceMature market · since 2009 (AI estimate)

Email API service providers charge per 1,000 emails, with pricing as low as 8¢ per 1,000 emails being offered, indicating revenue model and pricing structure.Public claim
Teams with deep deliverability expertise can provide better email delivery outcomes, suggesting this is a valued capability that can differentiate services in the market.Public claim
A previous deliverability-focused startup grew to approximately 20,000 paying customers before being sold in 2020, demonstrating significant market demand for email deliverability services.Public claim

3 evidence items · found 11 Oct

No votes yet

Plainline

AI automation

60PWAS score

Confidence

65

Workflow automation platform for business teams

Flat-price workflow automation with visual steps, real code and your own hosting

WatchingWorth validatingMature market · since 2011 (AI estimate)

GitHub repository gained 206892 stars in 2665 daysVerified
GitHub repository gained 1016 stars in 1834 daysVerified
GitHub repository gained 15276 stars in 958 daysVerified

14 evidence items · found 8 Oct

No votes yet

Stillkey

Developer tools

60PWAS score

Confidence

62

Fast, lightweight code editor for professionals

A fast, steady code editor with no surprise features and optional AI

WatchingWorth validatingMature market · since 2001 (AI estimate)

Cursor's pricing page lists 2 paid plans, from $20 to $40 a month, plus a free plan and prices on request for larger customersVerified
Zed's pricing page lists 2 paid plans, at $10 a month, plus a free planVerified
Zed is significantly faster and more responsive than alternativesPublic claim

7 evidence items · found 21 Oct

No votes yet

Roomkeep

AI automation

60PWAS score

Confidence

61

Privacy-first local AI meeting transcription and notes

Private meeting transcripts and notes that run on your own device

WatchingWorth validatingEmerging market · since 2022 (AI estimate)

GitHub repository gained 31537 stars in 651 daysVerified
GitHub repository gained 2830 stars in 254 daysVerified
Fireflies's pricing page lists 2 paid plans, from $10 to $19 a month, plus a free plan and prices on request for larger customersVerified

17 evidence items · found 8 Oct

No votes yet

Roomwise

Education

60PWAS score

Confidence

57

Corporate learning management and course delivery platform

Simple course delivery and assignments for company training teams

WatchingLow confidenceMature market · since 2002 (AI estimate)

GitHub repository gained 1712 stars in 1072 daysVerified
Teachable's pricing page lists 3 paid plans, from $39 to $189 a month, plus prices on request for larger customersVerified
Thinkific's pricing page lists 3 paid plans, from €53 to €213 a month, plus prices on request for larger customersVerified

7 evidence items · found 8 Oct

No votes yet

Agentgate

AI automation

60PWAS score

Confidence

56

Secure AI agent deployment and management for enterprises

One control point to roll out, govern and audit AI agents across your company

WatchingWorth validatingLow confidenceEmerging market · since 2023 (Verified)

The company has 40+ paying customers in enterprises including Braze, Coursera, and Stability AIPublic claim
The company has experienced rapid growth, doubling its team from 6 to 12 full-time engineers in 6 weeksPublic claim
MCP is expected to become critical AI infrastructurePublic claim

8 evidence items · found 10 Oct

No votes yet

Forkline

AI automation

60PWAS score

Confidence

46

Workflow automation for multi-branch decision processes

Turn branching scheduling rules into automations that fill no-show gaps

WatchingLow confidenceMature market · since 2011 (AI estimate)

The example system handles approximately 150 distinct automation cases, each representing a complex decision process.Public claim
Complex multi-branch automation processes were previously too expensive to build and maintain economically.Public claim
The system serves thousands of users daily and requires ongoing iteration to handle new edge cases.Public claim

6 evidence items · found 23 Oct

No votes yet

Folio Bench

Developer tools

60PWAS score

Confidence

45

UI components for document processing applications

Production-ready PDF, Word and Excel viewer components for document intake apps

WatchingLow confidenceMature market · since 2010 (AI estimate)

Hacker News post received 252 points and 81 commentsVerified
The component library is useful for document processing agents, real-time document intake flows, and internal tooling.Public claim
Multiple customers requested access to the UI components used in their commercial product.Public claim

5 evidence items · found 24 Oct

No votes yet

Drillback

Infrastructure

60PWAS score

Confidence

41

PostgreSQL backup and recovery automation

Postgres backups that restore themselves on a schedule to prove they work

WatchingLow confidenceMature market · since 2009 (AI estimate)

GitHub repository gained 8776 stars in 490 daysVerified
Restore verification as a core feature addresses a critical gap: most backup tools do not verify that backups can actually be recovered, leaving organizations with false confidence in their disaster recovery posture.Public claim
The tool explicitly addresses PostgreSQL backup with point-in-time recovery, indicating demand for reliable time-based recovery capabilities that prevent data loss from accidental changes or corruption.Public claim

6 evidence items · found 8 Oct

No votes yet

Crateline

E-commerce

60PWAS score

Confidence

38

E-commerce backend for complex B2B shops

Quick-order and quote portal for B2B buyers of Symfony-based shops

WatchingLow confidenceMature market · since 2012 (AI estimate)

GitHub repository gained 1556 stars in 4413 daysVerified
There is demand for professional, high-performance e-commerce solutions capable of handling complex B2B operations and large transaction volumes (gigacommerce).Public claim
The repository has sustained developer interest and adoption, with over 1,500 stars and 53 forks, indicating active use across multiple implementations.AI inference

3 evidence items · found 18 Oct

No votes yet

Tierkeep

Developer tools

59PWAS score

Confidence

68

AI-powered code generation for developers

Route AI coding work to cheap or premium models under a hard monthly cap

WatchingEmerging market · since 2021 (AI estimate)

Hacker News post received 10 points and 6 commentsVerified
Cursor's pricing page lists 2 paid plans, from $20 to $40 a month, plus a free plan and prices on request for larger customersVerified
Deepseek's pricing page lists 1 paid plan, at CNY 0.02 by usageVerified

28 evidence items · found 22 Oct

No votes yet

Pagewalk

Developer tools

59PWAS score

Confidence

61

SEO crawling and site auditing tools

Cloud site crawler and audit reports for freelancers and small SEO teams

WatchingMature market · since 2008 (AI estimate)

GitHub repository gained 1015 stars in 376 daysVerified
Screaming Frog's pricing page lists 4 paid plans, from $235 to $279 a year, plus a free planVerified
GitHub repository gained 762 stars in 33 daysVerified

11 evidence items · found 8 Oct

No votes yet

Benchwork

B2B SaaS

59PWAS score

Confidence

61

Low-code internal tools and dashboards platform

Describe an internal tool, review it, and run it on your own servers

WatchingMature market · since 2001 (AI estimate)

GitHub repository gained 41050 stars in 2018 daysVerified
GitHub repository gained 41040 stars in 2291 daysVerified
GitHub repository gained 24491 stars in 2175 daysVerified

34 evidence items · found 8 Oct

No votes yet

Keelway

Developer tools

59PWAS score

Confidence

58

Reliable API for agentic development workflows

A steady layer between your agent pipelines and the APIs they depend on

WatchingLow confidenceEmerging market · since 2021 (AI estimate)

GitHub Copilot's pricing page lists 2 paid plans, from $4 to $21 a month, plus a free planVerified
Support is unresponsive despite significant spendingPublic claim
Teams are actively building agentic development pipelines on cloud platformsPublic claim

6 evidence items · found 10 Oct

No votes yet

Openbench

Developer tools

59PWAS score

Confidence

57

AI-assisted app and site builder platform

Describe an app, get code you own. Open source, self-hostable AI builder.

WatchingLow confidenceEmerging market · since 2023 (AI estimate)

GitHub repository gained 302 stars in 35 daysVerified
Replit's pricing page lists 2 paid plans, from $18 to $90 a month, plus prices on request for larger customersVerified
v0's pricing page lists 2 paid plans, from $30 to $100 a month, plus a free plan and prices on request for larger customersVerified

11 evidence items · found 26 Oct

No votes yet

Tidebook

B2B SaaS

59PWAS score

Confidence

57

Self-hosted scheduling and booking platform

Self-hosted booking pages with Google Calendar sync, email and payment at checkout

WatchingLow confidenceMature market · since 2013 (AI estimate)

GitHub repository gained 386 stars in 48 daysVerified
Acuity Scheduling's pricing page lists 3 paid plans, from $16 to $55 a month, plus prices on request for larger customersVerified
Calendly's pricing page lists 2 paid plans, from $12 to $20 a month, plus prices on request for larger customersVerified

AIEstimated by a model, not verified: $16–55/mo · MVP 30 days · Complexity medium5 evidence items · found 15 Oct

No votes yet

Tillgate

Infrastructure

59PWAS score

Confidence

57

Enterprise feature flag and experimentation platform

Self-hosted feature flags and experiments that run inside your own network

WatchingLow confidenceEstablished market · since 2014 (AI estimate)

GitHub repository gained 1938 stars in 1504 daysVerified
LaunchDarkly sells paid plans with prices on request, on its own pricing page, plus a free plan and prices on request for larger customersVerified
Statsig's pricing page lists 1 paid plan, at $150 a month, plus a free plan and prices on request for larger customersVerified

6 evidence items · found 10 Oct

No votes yet

Steadycast

Infrastructure

59PWAS score

Confidence

57

Self-hosted real-time messaging infrastructure

Self-hosted real-time messaging server with a mobile console, no per-message fees

WatchingLow confidenceMature market · since 2010 (AI estimate)

GitHub repository gained 10840 stars in 4209 daysVerified
Ably's pricing page lists 2 paid plans, from $29 to $399 a month, plus a free plan and prices on request for larger customersVerified
Pubnub's pricing page lists 1 paid plan, at $98 a month, plus a free plan and prices on request for larger customersVerified

9 evidence items · found 8 Oct

No votes yet

Lanternpost

Infrastructure

59PWAS score

Confidence

53

Self-hosted uptime and status monitoring

Self-hosted uptime monitoring and public status page in one container

WatchingLow confidenceMature market · since 1999 (AI estimate)

GitHub repository gained 92219 stars in 1924 daysVerified
GitHub repository gained 12268 stars in 2592 daysVerified
PagerDuty's pricing page lists 4 paid plans, at $21 a month, plus a free plan and prices on request for larger customersVerified

AIEstimated by a model, not verified: $21–41/mo · MVP 20 days · Complexity low13 evidence items · found 8 Oct

No votes yet

Portlight

Infrastructure

59PWAS score

Confidence

50

Self-hosted remote desktop software

Browser-based control room for your own self-hosted remote desktop fleet

WatchingLow confidenceMature market · since 1998 (AI estimate)

GitHub repository gained 125437 stars in 2201 daysVerified
Users perceive commercial remote desktop solutions as undesirable enough to seek alternatives, specifically self-hosted and open-source options.Public claim
A significant market exists for remote desktop applications, evidenced by TeamViewer and AnyDesk being established commercial competitors with paying user bases.Public claim

4 evidence items · found 8 Oct

No votes yet

Mooring

Infrastructure

59PWAS score

Confidence

49

Self-hosted media processing and delivery

Self-hosted image and video processing on your own S3 or R2 storage

WatchingLow confidenceMature market · since 2012 (AI estimate)

GitHub repository gained 412 stars in 437 daysVerified
Cloudinary's pricing page lists 1 paid plan, at $249 a month, plus a free plan and prices on request for larger customersVerified
A commercial alternative exists (Cloudinary) that teams currently rely on for media processing and transformationsPublic claim

4 evidence items · found 10 Oct

No votes yet

Paddock

Security and compliance

59PWAS score

Confidence

45

AI agent security and visibility for endpoints

See, approve and audit what AI agents do on your company's laptops

WatchingLow confidenceNew market · since 2025 (AI estimate)

GitHub repository gained 1106 stars in 79 daysVerified
The repository addresses AI agent security as a distinct category, indicating that traditional endpoint security tools are insufficient for this emerging threat.Public claim
Strong community interest in AI agent security tooling, demonstrated by significant adoption metrics for an open-source security tool.AI inference

3 evidence items · found 11 Oct

No votes yet

Outpost Desk

Infrastructure

59PWAS score

Confidence

42

Control plane for self-hosted and on-premises deployments

Ship, update and watch your app inside customers' own servers and clouds

WatchingLow confidenceEstablished market · since 2019 (AI estimate)

GitHub repository gained 1233 stars in 691 daysVerified

1 evidence item · found 11 Oct

No votes yet

Tallyport

AI automation

59PWAS score

Confidence

35

Local gateway for AI coding clients

One local gateway for your AI coding clients: costs, keys and risky calls

WatchingLow confidenceNew market · since 2025 (AI estimate)

GitHub repository gained 1000 stars in 29 daysVerified
The gateway provides full request tracing and observability for AI API usagePublic claim
The tool enables developers to block malicious or unsafe API calls before they executePublic claim

7 evidence items · found 11 Oct

No votes yet

Marginnote

Creator and media

59PWAS score

Confidence

35

Self-hosted commenting system for content creators

Self-hosted comments for blogs, with phone moderation and full data ownership.

WatchingLow confidenceMature market · since 2007 (AI estimate)

GitHub repository gained 2347 stars in 2930 daysVerified
Artalk is a self-hosted comment system that users can deploy independently rather than relying on third-party servicesPublic claim
The project has attracted significant developer interest with over 2,300 GitHub stars and 212 forksAI inference

3 evidence items · found 10 Oct

No votes yet

Sparkshelf

Creator and media

59PWAS score

Confidence

35

Idea organization and portfolio showcase for creators

Capture ideas, shape them into projects, publish a portfolio from the same board

WatchingLow confidenceNew market · no product yet (AI estimate)

A business in this market sold on Empire Flippers averages $6,089 a month in revenue ($4,095 net profit, $7,267 recurring), figures vetted by the brokerVerified

1 evidence item · found 9 Oct

No votes yet

Switchyard

AI automation

58PWAS score

Confidence

79

LLM routing optimization for coding agents

Send each coding-agent task to the right model and cut your LLM bill

WatchingNew market · since 2025 (AI estimate)

Hacker News post received 122 points and 42 commentsVerified
Hacker News post received 71 points and 63 commentsVerified
Cursor's pricing page lists 2 paid plans, from $20 to $40 a month, plus a free plan and prices on request for larger customersVerified

37 evidence items · found 8 Oct

No votes yet

Lanemark

Developer tools

58PWAS score

Confidence

72

Conflict detection for parallel coding agents

Catch clashes between parallel AI coding agents before they write code

WatchingNew market · since 2025 (AI estimate)

Hacker News post received 45 points and 20 commentsVerified
GitHub's pricing page lists 2 paid plans, from $4 to $21 by usage, plus a free planVerified
GitHub repository gained 538 stars in 53 daysVerified

21 evidence items · found 8 Oct

No votes yet

Hatchway

Infrastructure

58PWAS score

Confidence

61

Network gateway for self-hosted infrastructure

One console for hostnames, certificates and DDNS on your own hardware

WatchingMature market · since 2011 (AI estimate)

GitHub repository gained 404 stars in 12 daysVerified
frp's pricing page lists 2 paid plans, from $4 to $21 by usage, plus a free planVerified
Tailscale's pricing page lists 4 paid plans, from $1 to $18 a month, plus a free plan and prices on request for larger customersVerified

7 evidence items · found 27 Oct

No votes yet