Explore Problems

A homeowner's State Farm storm-damage claim was denied for the roof despite two independent roofing company assessments, while the payout for gutter damage ($401.83) didn't even cover the $1,000 deductible, forcing the homeowner to escalate through the state insurance commissioner, FTC, and BBB with no resolution.

A customer relocating between states had prepaid moving containers charged to their card, but the containers were never delivered on the scheduled date, with the provider offering shifting excuses and no proactive communication. Arranging and paying for alternative movers still did not resolve the failure, leaving the customer unsupported during a time-sensitive home closing.

A homeowner paid a deposit to a contractor matched through a home-services marketplace, who then refused to complete the job, kept the deposit, and provided no proof of purchase. Platform support could not help recover the funds, exposing a gap in contractor vetting and dispute resolution.

AI systems designed to operate over days or weeks treat each interaction as a new session, losing accumulated context, state, and workflow continuity. Developers must implement complex custom persistence layers to approximate coherent long-running behavior. This architectural gap blocks reliable deployment of autonomous agents for operational tasks requiring multi-session continuity.

Trello becomes disorganized at scale and provides no native support for sprint planning, burndown charts, or engineering metrics like velocity. Engineering teams must bolt on third-party tools or migrate entirely to handle Agile workflows. This structural gap forces growing teams off Trello despite familiarity with its interface.

Platform engineers managing cloud infrastructure face painful state file locking, complex templating, and pressure to adopt Kubernetes for workloads that don't warrant it. Existing tools like Terraform solve some problems but introduce operational overhead. Praxis was built to fill this gap, confirming real demand for a simpler, opinionated alternative.

Homeowners booking services through lead-generation platforms like HomeAdvisor report contractors collecting deposits then performing no work, arriving without proper tools, and providing no itemized quotes. The platform takes no responsibility for contractor actions and leaves customers with no deposit recovery mechanism. This is a documented fraud pattern enabled by insufficient contractor vetting and no escrow or performance bond requirements.

Solo founders and early-stage builders routinely receive falsely positive feedback from friends and colleagues, causing them to spend months validating and building products nobody actually wants. Real problem signal requires scraping adversarial public feedback (Reddit, forums) with strict workaround-based filters. This validation gap is a systemic market problem costing builders significant time and capital.

Project management tool users lack any intelligence layer that observes their actual board usage patterns and surfaces actionable suggestions for improvement. Teams accumulate suboptimal workflows over time with no feedback mechanism pointing out inefficiencies or better structural approaches.

Vibe-coders using AI builders like Runable cannot achieve pixel-accurate UI output—the AI makes autonomous visual decisions that diverge from the intended design even with reference screenshots. The gap is the absence of a locked design system as the prompt context layer, leaving AI tools to invent colors, spacing, and components. Growing problem as no-code AI coding tools proliferate.

Coding agents like Claude Code and Codex have no persistent memory, forcing developers to re-explain architecture, coding style, and project conventions at the start of every session. This creates repetitive overhead that grows with project complexity. As agentic development workflows mature, the lack of session continuity is an increasingly critical bottleneck.

Developers using AI coding tools must repeatedly re-explain system architecture, patterns, and conventions each session because these tools have no persistent memory. The repetitive context-setting wastes time and limits the depth of AI assistance on complex codebases. This is a structural gap in current AI-assisted development workflows.

As Slack workspaces grow, four compounding problems emerge: notification volume becomes unmanageable, search fails to surface relevant messages, threaded conversations fragment context, and the app slows down. These are not isolated bugs but structural limitations of Slack's architecture under enterprise-scale usage. Together they drive significant frustration and fuel interest in alternatives.

Spouses obtain HELOCs on jointly-owned property by fraudulently obtaining signatures from co-owners without revealing the loan documents. The non-borrowing owner only discovers the lien years later during divorce proceedings. Lenders fail to detect or prevent forged signatures on joint property financing agreements.

Successor trustees completing all required documentation still cannot transfer accounts from deceased primary holders at major banks. Repeated calls and emails yield no resolution, leaving assets inaccessible for extended periods. This creates legal and financial hardship for estate administrators navigating bureaucratic bank processes.

A telecom customer's monthly rate is set to jump significantly once a promotional discount expires, despite having competitive alternatives available. Customers feel forced into all-or-nothing negotiations to retain their current price and service bundle.

A used-car buyer discovered multiple unaddressed mechanical and cleanliness issues despite the dealer's claim that every vehicle receives a standard inspection before sale. Buyers have no independent way to confirm that a claimed inspection actually happened or what it covered, leaving disputed problems unresolved after purchase.

A consumer reports an unauthorized account on their credit report indicating identity theft, and says the credit bureaus investigation did not fix the error despite a filed police report and supporting documentation. The case reflects a common failure of credit-report dispute investigations to resolve fraud.

A founder describes driving 118 visitors to a new product with zero signups, only discovering after manual digging that two bugs in the signup flow were silently blocking conversions. This illustrates a broader risk for early-stage builders: critical funnel bugs can go undetected by standard analytics and burn through scarce early traffic before anyone notices. It matters because acquisition is expensive and unrecoverable once wasted on a broken flow.

A customer was given multiple scheduled appointment dates over more than a week, each pushed back with vague excuses about a professional cancelling, without the marketplace ever confirming whether a professional had actually been assigned. This suggests some booking requests are accepted before the platform has verified contractor availability.