Convert the repeated requirement into a one-page spec with acceptance criteria and a manual validation path.
Daily read
Fresh signals and source-linked reads for one day. Use this page to see what changed, why it matters, and which items should turn into product work.
2026-05-15 · 45 items · signals 0 · reads 45
source health and diagnostics
This is the operational view behind the daily read: which sources refreshed, what passed the quality gate, and which diagnostics are available when something looks stale.
task selection rule
Convert the repeated requirement into a one-page spec with acceptance criteria and a manual validation path.
validation details
Convert the repeated requirement into a one-page spec with acceptance criteria and a manual validation path.
validation details
Convert the repeated requirement into a one-page spec with acceptance criteria and a manual validation path.
validation details
Convert the repeated requirement into a one-page spec with acceptance criteria and a manual validation path.
validation details
Keep watching until the requirement repeats with stronger pain, buyer intent, or implementation detail.
validation details
Seeded historical read for date-range exploration; replayed from the latest accepted r/smallbusiness source snapshot. r/smallbusiness points toward complaint-to-spec demand. Top item: 30 days left before I’m completely broke. The reality of building a startup that almost broke me.
Seeded historical read for date-range exploration; replayed from the latest accepted r/OpenAI source snapshot. r/OpenAI points toward workflow reliability. Top item: If you ask the model to validate your idea, it probably will
Seeded historical read for date-range exploration; replayed from the latest accepted r/ExperiencedDevs source snapshot. r/ExperiencedDevs points toward complaint-to-spec demand. Top item: Am I an imposter any tips to survive ?
Seeded historical read for date-range exploration; replayed from the latest accepted r/AI_Agents source snapshot. r/AI_Agents points toward workflow reliability. Top item: Spy‑code: local codebase graph for AI agents (feedback wanted)
Seeded historical read for date-range exploration; replayed from the latest accepted r/SideProject source snapshot. r/SideProject points toward complaint-to-spec demand. Top item: Launched a severance package database 3 days ago. Expected US users, but accidentally went viral in Taiwan instead...
Seeded historical read for date-range exploration; replayed from the latest accepted r/EtsySellers source snapshot. r/EtsySellers points toward small-business operations pressure. Top item: Can you delete without refunding?
Seeded historical read for date-range exploration; replayed from the latest accepted r/shopify source snapshot. r/shopify points toward small-business operations pressure. Top item: Shop Pay causing more issues than it solves?
Seeded historical read for date-range exploration; replayed from the latest accepted r/ecommerce source snapshot. r/ecommerce points toward small-business operations pressure. Top item: How do you actually figure out why a competitor is outranking you when the gap just keeps growing
Seeded historical read for date-range exploration; replayed from the latest accepted r/devops source snapshot. r/devops points toward workflow reliability. Top item: How I handle multi-tenancy in my AI memory product.
Seeded historical read for date-range exploration; replayed from the latest accepted r/sales source snapshot. r/sales points toward complaint-to-spec demand. Top item: Transitioned to B2B IT
Seeded historical read for date-range exploration; replayed from the latest accepted r/SaaS source snapshot. r/SaaS points toward complaint-to-spec demand. Top item: Some lessons learned as a 21 y/o building SaaS projects for 18 months now
Seeded historical read for date-range exploration; replayed from the latest accepted r/LocalLLaMA source snapshot. r/LocalLLaMA points toward workflow reliability. Top item: Built a self-hosted layer for local agent workflows because retries kept replaying side effects