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.
2026-05-16 · 17 items · signals 0 · reads 17
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
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/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/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
Seeded historical read for date-range exploration; replayed from the latest accepted r/delhi source snapshot. r/delhi points toward public consumer behavior shift. Top item: Anyone please suggest good AI video tools to create creator-led UGC style content for my computer shop
Seeded historical read for date-range exploration; replayed from the latest accepted r/povertyfinance source snapshot. r/povertyfinance points toward public consumer behavior shift. Top item: Power shut off today - trying to get back on my feet after a difficult month.
Seeded historical read for date-range exploration; replayed from the latest accepted r/UKPersonalFinance source snapshot. r/UKPersonalFinance points toward public consumer behavior shift. Top item: Overwhelmed and don’t know what to do
Seeded historical read for date-range exploration; replayed from the latest accepted r/cscareerquestions source snapshot. r/cscareerquestions points toward public consumer behavior shift. Top item: Tips on getting a job in nyc/nj if im based in a lcol city
Seeded historical read for date-range exploration; replayed from the latest accepted r/india source snapshot. r/india points toward public consumer behavior shift. Top item: A girl in my PG died by suicide. She worked at Swiss Re.
Seeded historical read for date-range exploration; replayed from the latest accepted r/bangalore source snapshot. r/bangalore points toward public consumer behavior shift. Top item: Tatkaal Passport Granted but Pre Police Verification Pending. How Long Until Dispatch?
Seeded historical read for date-range exploration; replayed from the latest accepted r/selfhosted source snapshot. r/selfhosted points toward local control. Top item: Dynacat - 2.3.0
Seeded historical read for date-range exploration; replayed from the latest accepted r/developersIndia source snapshot. r/developersIndia points toward developer workflow friction. Top item: Prompt Engineering course (With placements) suggested by people worth it ?
Seeded historical read for date-range exploration; replayed from the latest accepted GitHub issues: local AI source snapshot. GitHub issues: local AI points toward developer workflow friction. Top item: Code Audit Routines — Open: 0 | Closed: 1387 | Simplified: | Metric | Count |