Ideas Lab
Real problems people complain about online, pulled every morning and scored out of 100. Build, validate, or skip. How scoring works
- Ideas
- 4,820
- BUILD
- 702
- Sources
- 8
- Last sync
- 9h ago
Converting ML models into optimized custom hardware
Tooling to compile machine learning models into efficient hardware implementations. Real problem as ML deployment complexity grows; now more viable as model ecosystems mature and AI coding tools improve.
YC Graveyard7y agoToolDev
Auto-scaling cloud infrastructure with simplified pricing
GoScale solved dynamic VM scaling and cost optimization for developers who struggled with manual infrastructure management and unpredictable cloud bills.
YC Graveyard14y agoToolDev
AI agents generate unmaintainable fragmented code
AI coding agents produce copy-pasted, non-DRY code that becomes complex and fragmented, making projects hard to maintain despite functional results.
X7mo agoToolDev
Manual DNS enumeration and Burp sitemap population in pentesting
Pentesters and security researchers repeatedly manually enumerate DNS records, determine live hosts, and request them in browsers to populate Burp Suite target sitemaps.
X7mo agoToolDev
Inefficient AI reasoning over large codebases or folders
Querying large folders, codebases, or research with LLMs is token-inefficient and lacks structure; need knowledge graphs without complex setup.
X6mo agoToolDev
Tedious text descriptions for UI fixes in AI coding
Developers struggle with repeatedly describing UI issues in text to AI assistants like Claude; need visual annotation tools to draw on screenshots for faster corrections.
X7mo agoToolDev
Indie app devs need viral video creation tool
Solo iOS/Android developers struggle to create and distribute viral promo videos on social media to boost downloads and revenue without video expertise.
X7mo agoToolDev
Pokemon transfers blocked by language-specific IDs especially for PTBR
Players cannot transfer Pokemon between games in different languages because each has unique IDs per region/language, with PTBR particularly affected and no official fix.
X7mo agoToolDev
Accessing comprehensive Brazilian holidays data
Developers and companies need reliable data on national, state, and all 5,570 municipal holidays in Brazil for scheduling and automation, but compiling and maintaining it is challenging.
X7mo agoToolDev
No coding challenge platforms support AI agent participation
Developers building AI agents have no dedicated coding challenge platforms where agents can participate, making it difficult to test, benchmark, and iterate on agent performance against standard problems.
X7mo agoToolDev
Lightweight container orchestration for small teams
Developers and small DevOps teams struggle with Kubernetes complexity for simple deployments. A simplified, CLI-driven orchestration tool for 1-5 container apps could serve teams that find K8s overkill but need more than Docker Compose. [Google Search suggestion]
Google Trends6mo agoToolDevUS
AI-prompted features skip design exploration leading to bad UX and user trust erosion
Developers rapidly prototype via AI prompts without user research or design iteration, resulting in misguided UI changes, product bloat, and loss of user trust from constant disruptions.
X7mo agoToolDev
Frequent outages and bugs in developer tools and cloud services disrupt workflows
Developers experience regular breakdowns in tools like Cursor, AWS, and Cloudflare, along with widespread buggy and slow software, contradicting claims that software problems are solved.
X8mo agoToolDev
Bug bounty platforms have opaque, unfair triage processes frustrating reporters
Platforms like HackerOne downgrade valid reports without explanation or justification, making the triaging experience demotivating and inefficient for security researchers.
X8mo agoToolDev
Distractions during AI vibe coding sessions
Developers using AI coding tools like Claude get easily distracted because there's no real-time status indicator, notifications for when input is needed, or mechanism to prevent the computer from sleeping during long generations, forcing constant monitoring instead of multitasking.
X7mo agoToolDev
BreezePDF – Free, in-browser PDF editor
BreezePDF lets you edit, sign, merge, compress, redact, OCR, fill forms, extract tables, and use 30+ more PDF tools — all in the browser, no sign-up. Files never leave your computer.I built it because when people search Google for common PDF tasks, many of the tools they find upload documents to a server. I wanted an option that keeps files local instead.I posted an earlier version on HN last spring: https://news.ycombinator.com/item?id=43880962At the time it only supported a small set of features. Over the last 10 months I rebuilt large parts of it and expanded it to nearly 40 tools, including several ideas that came from comments in that earlier thread.There is also now a desktop app for macOS, Windows, and Linux, plus a CLI/SDK for developers.
Hacker News7mo agoToolDev
Sheet Ninja – Google Sheets as a CRUD Back End for Vibe Coders
Hacker News7mo agoToolDev
Devs waste time manually breaking down Jira stories into tasks and subtasks
Software developers find Jira sprint planning repetitive and frustrating, needing automation to generate tasks, subtasks, assignees, and labels from user stories.
X7mo agoToolDev