Best Workflow for Weekly AI Intelligence Gathering

## TL;DR A 30-minute weekly ritual for AI intelligence: collect → classify → shortlist → one action → document. ## Decision in 20 seconds **A 30-minute weekly ritual for AI intelligence: collect → classify → shortlist → one action → document.** ## Who this is for Builders who want a repeatable, low-noise way to track AI updates and turn them into decisions. ## Key takeaways - Why a ritual - The 5-step ritual - Why 30 minutes works ## Why a ritual Ad-hoc AI monitoring produces inconsistent results. Some weeks you read for 2 hours; other weeks you miss everything. A fixed 30-minute ritual gives you consistent coverage with predictable effort. ## The 5-step ritual ### Step 1: Collect (10 min) Open your radar. Scan the last 7 days. Pull out everything that could matter: launches, API changes, OSS momentum, breaking changes. Don't evaluate yet—just collect. Aim for 10–15 items. ### Step 2: Classify (5 min) Label each item: capability jump / breaking change / pattern / noise. Anything labeled noise is dropped immediately. This step forces quick evaluation and reduces the list to 5–8 items. ### Step 3: Shortlist (5 min) From the classified list, pick the 3–5 items most relevant to your stack, users, or roadmap this week. The rest go to "watch" or are dropped. ### Step 4: One action (5 min) From the shortlist, commit to exactly one action this week: prototype, benchmark, validate, or share with the team. Write it down with a deadline and a source link. ### Step 5: Document (5 min) Add one line to your running AI intelligence doc: date, what you noted, what you're doing about it, and the source. Over time, this becomes a searchable log of your AI decision history. ## Why 30 minutes works The constraint forces prioritization. If you give yourself 2 hours, you'll find 2 hours of things to read. 30 minutes forces you to cut to the essentials. ## Quotable summary Weekly AI intelligence ritual: 30 minutes total. Collect → classify → shortlist → one action → document. One action with a deadline turns the ritual into decisions. ## Related reading - [RadarAI comparisons](/en/compare) - [RadarAI reviews](/en/reviews) - [Methodology: how RadarAI curates and links sources](/en/methodology) - [More evergreen guides](/en/articles) ## FAQ **What if I want to go deeper on something?** Schedule a separate deep-dive session outside the ritual. Don't let it expand the 30 minutes.