Problems worth solving
Ranked by Pain Signal Score, our 0 to 100 measure of how acute, frequent, and recent each problem is. Every claim links back to the real discussion it came from (our Receipts Rule).
- 01
Career advancement in DevOps
92/10092/100·Strong signalAspiring DevOps professionals seeking guidance on skill development and specialization. They feel overwhelmed by the breadth of knowledge required in the field.
Evidence from Reddit
- r/devopshow do you become top 0.1% in devops that gets paid 200k+? (US market)
- r/devopsIs devops field saturated in eu? Or its just ghosting under ai umbrella effect?
- r/devopsAs a DevOps Engineer, how do you see your colleagues problem solving skills?
- r/devopsDevOps feels endless — what should I focus on after Git, Docker, and Linux?
- r/devops4 Years into my career – What should I focus on next?
- r/devopsHow do I specialize?
- 02
Programming motivation issues
77/10077/100·Strong signalProgrammers who are feeling disheartened or uninspired in their coding journey, particularly with the rise of AI in the field.
Evidence from Reddit
- r/learnprogrammingHas anyone encountered a beginner programmer who is naturally gifted?
- r/learnprogrammingDid anyone else lose interest in programming after AI became mainstream?
- r/learnprogrammingFeeling unmotivated after programming a little every day for 6 months
- r/learnprogrammingIs coding just an infinite string of 'how was I supposed to know that?'?
- 03
AI code generation drawbacks
73/10073/100·Moderate signalSoftware teams dealing with the negative consequences of adopting AI code generation tools, facing quality issues.
Evidence from Reddit
- 04
Workflow inefficiencies in development teams
73/10073/100·Moderate signalDevelopers stuck in organizations with poor version control and CI practices, leading to significant frustrations and productivity hinderances.
Evidence from Reddit
- 05
Firebase authentication problems
71/10071/100·Moderate signalDevelopers encountering persistent issues with Firebase phone authentication, likely feeling frustration over setup complexity.
Evidence from Reddit
- 06
Technical issue troubleshooting
66/10066/100·Moderate signalDevelopers seeking help with specific coding issues related to Express and SQL integration, indicative of foundational knowledge gaps.
Evidence from Reddit
- 07
AI influence in programming communities
63/10063/100·Moderate signalDevelopers frustrated with the overemphasis on AI solutions in programming discussions, seeking more diverse advice.
Evidence from Reddit
- 08
Beginner programming guidance
61/10061/100·Moderate signalNewcomers to programming inquiring about foundational advice on language selection and initial learning steps.
Evidence from Reddit
- 09
LinkedIn job search effectiveness
60/10060/100·Moderate signalDevelopers exploring job opportunities via LinkedIn and assessing the platform's value in their job search efforts.
Evidence from Reddit
- 10
Impact of AI on programming enjoyment
60/10060/100·Moderate signalSoftware developers who feel their passion for programming has diminished due to the influence of AI tools and companies.
Evidence from Reddit
- 11
Game development misconceptions
60/10060/100·Moderate signalAspiring game developers struggling with the perception that game development is simple, facing challenges in core mechanics design.
Evidence from Reddit
- 12
Challenges for junior developers with AI
60/10060/100·Moderate signalJunior developers who have relied heavily on AI tools, facing difficulties in foundational programming skills as they advance in their careers.
Evidence from Reddit
This page is a snapshot, not a live feed.
These pains come from our July 9, 2026 scan of developers. Communities move weekly: new complaints, new tools, new gaps. Run a free scan to see what people are posting right now.
Scan developers fresh, freeMethodology
How we found these
We pulled 200 recent public discussions from the communities that matter.
Text embeddings group posts by meaning, so the math decides what belongs together, not a guess.
Each cluster gets a Pain Signal Score from 0 to 100 for how acute, frequent, and recent it is. Only the strongest make the page.
Nothing here is invented. Every item links back to the real conversations it was built from.
Get real pain points like this, free
No spam, just scored, evidence-backed problems as we publish new research. Unsubscribe anytime.
Frequently asked questions
What are the biggest problems to solve for developers?
The most common recurring problems we found were: Career advancement in DevOps, Programming motivation issues, AI code generation drawbacks. Each one on this page is backed by links to the real discussions it came from.
How were these problems found?
We scanned 200 recent public discussions about developers, grouped them by topic using text embeddings (so the math decides what belongs together, not a guess), and kept only the clusters with real, repeated signal. Every problem links back to its source posts.
Can I research my own subreddits?
Yes. IdeaFast lets you scan any subreddits you choose and get scored problems with evidence. You can run your first scan for free.
How current is this data?
This page is a snapshot from our July 9, 2026 scan of 200 public discussions. It is not a live feed. Communities shift week to week, so for current data you can run a fresh scan of the same community with IdeaFast; the first scan is free.
Scan your own subreddits free
This page is a snapshot from July 9, 2026. IdeaFast finds scored, evidence-backed problems in any community, as they are today.
Start your free scanExplore more research
- Startup Ideas for Recruiters: 3 Real Reddit Problems
- Startup Ideas for Real Estate Agents: 3 Real Reddit Problems
- Startup Ideas for Content Creators: 4 Real Reddit Problems
- Startup Ideas for Designers: 5 Real Reddit Problems
- Startup Ideas for Agencies: 8 Real Reddit Problems
- Startup Ideas for Small Business Owners (5 Real Problems)
- Browse all research pages