Creators lose momentum and abandon side projects due to hitting technical roadblocks, lacking validation framework, or realizing a competitor launched a superior alternative mid-build.
Side project creators struggle to maintain momentum, causing them to abandon projects due to hitting technical roadblocks, lacking directional clarity, realizing there is no market demand, or finding the utility of the tool doesn't justify the effort to build or use it.
What's the side project you started but never shipped, and why?
I hit a tech wall and just gave up.
commentHonestly, the tool I just launched spent almost two years in my "graveyard" folder. I started a prototype back then after a similar request from my boss, but I hit a tech wall and just gave up. It stayed as a half-finished script until he recently asked me for 300 manual captures for an audit. That pure, rage-fueled desperation was the only thing that brought it back to life. If he hadn't been so unreasonable, it would still be an abandoned project today.
Some ideas are more fun to think about than actually use.
commentMine was a LEGO set inventory manager. Spent a whole weekend mapping out the database schema, got the barcode scanner working with my phone camera, then realized I'd rather just build the damn sets than catalog them. The boxes are stacked in my closet anyway, I know what's in there. Some ideas are more fun to think about than actually use.
Solo developers building software on nights and weekends who frequently abandon projects due to technical walls or sudden market validation doubts.
Clear pattern of abandonment across developers driven by sudden direction confusion, boilerplate fatigue, or missing real-time competition alerts.
Unlike standard PM software or market validation tools that require manual data entry, this tool focuses entirely on developers' momentum drops and technical bottlenecks.
A micro-validation companion that integrates with the developer's workspace to systematically track feature momentum, run automated baseline competitor monitoring, and provide pre-built architectural blueprints to bypass technical walls.
Developers routinely spend hundreds on cloud infrastructure and domain registrations for dead projects; preventing just one month of wasted effort on an unviable idea saves immediate cash and time.
“Stop building dead ends—validate momentum or pivot in under an hour.”
A micro-validation companion that integrates with the developer's workspace to systematically track feature momentum, run automated baseline competitor monitoring, and provide pre-built architectural blueprints to bypass technical walls.
Launch on Hacker News, r/indiehackers, and Product Hunt with an interactive 'Project Graveyard' calculator tool that assesses why a user's past repositories failed.
If users successfully validate or kill a project, they may cancel the subscription until they start their next build.
Automating solutions for bespoke technical walls requires high-quality engineering blueprints that may require manual curation.
Users might be paranoid about syncing private project metadata or intellectual property to a third-party validator tool.
Run an Investment Memo to get a structured Go / No-Go verdict, competitor landscape, unit economics, and a 90-day validation roadmap for this opportunity.
Generate an investment memoThis idea scores in the upper-middle range of opportunities surfaced by MonetScope, with a validation sub-score of 8/10 against 3 independently sourced evidence signals. A "promising" rating usually indicates a real pain has been detected and discussed in the open, but the pipeline did not find enough signal to flag it as urgent or high-frequency. These opportunities can still produce excellent businesses — they often correspond to "boring" problems that established players have ignored — but the founder should expect a longer customer-development cycle to confirm willingness to pay.
It sits at the intersection of "developers", "devtools", "indie-hackers", which makes it relevant to a specific subset of founders rather than a generic horizontal opportunity. SaaS opportunities at this stage tend to win on the strength of their initial wedge — a single workflow that the target user runs every week, where the existing solution is either spreadsheets, a clunky incumbent feature, or a manual process they hate. The build cost is moderate; the distribution cost is everything. The MonetScope pipeline surfaces this category alongside other saas signals, which is why it appears here rather than in a generic "trending ideas" feed.
Scores are derived from real forum discussions across Reddit, Hacker News and X, weighted by evidence volume and signal quality. How scoring works
MonetScope does not generate ideas from a language model's imagination. Every opportunity on this site is anchored to specific source posts and comments from real public discussions — typically on Reddit, Hacker News, or X — where actual users describe the pain in their own words. The AI's role is structuring, scoring, and grouping those signals into a navigable opportunity, not inventing the problem.
MonetScope's spider pipeline runs continuously and surfaces opportunities as new evidence accumulates. The "Updated" date in the header reflects the most recent re-scoring of this specific opportunity. Most saas opportunities visible in the public catalog draw from discussions in the last 30-60 days; older signals are de-prioritized because user pain shifts faster than most founders assume.
Overall score is a composite across six dimensions — pain, urgency, willingness to pay, market size, defensibility, and execution ease — designed to give a single number for triage. Validation score is narrower: it asks "how cleanly does the same signal repeat across independent sources?" An opportunity can score high on overall but lower on validation when one or two large discussions dominate the evidence; conversely, validation can be high on a smaller-overall idea where the signal is consistent but the addressable market is modest.
