Snapshot Template

    Indie Builder Snapshot

    The AI tooling landscape moves faster than your memory. Most builders re-evaluate the same tools twice, six months apart, because nothing was written down between attempts. An AI Stack Snapshot is the solo-builder version of a brag doc: every twelve weeks, capture what you tried (kept / dropped / maybe), what you shipped, what you learned, and the stack as it currently stands. Future you will thank present you.

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    What to include

    Be specific. Names, versions, costs, time saved, the call you made. Vague entries are worse than no entries — 'tried Claude' tells you nothing six months later; 'tried Claude Sonnet 4.5 for code review for 3 weeks, kept for PR comments, dropped for drafting' tells you everything. Include the things you dropped and why; that's the highest-value information in the document a year later.

    Personalize

    Optional · Appears in download

    The template

    01

    Tools tried this quarter

    Every new tool, model, or service you evaluated. Kept it, dropped it, or maybe-revisit-later — say which and why.

    • ·Which new AI tools, models, or services did you evaluate this quarter?
    • ·For each one: kept, dropped, or maybe? In one sentence, why?
    • ·What was the actual use case you tested it against?
    • ·Cost per use / per month (be specific — pricing changes fast)?
    02

    Projects shipped or moved forward

    What did you build, launch, or substantially advance? Lead with the outcome, then the work.

    • ·What did you ship publicly? Who's using it?
    • ·What did you build for clients or internal use? What did it replace?
    • ·What did you advance significantly but not yet ship?
    • ·Numbers where you have them — installs, users, revenue, time saved.
    03

    Skills developed

    New capabilities you added — frameworks learned, patterns mastered, tools you now move quickly in.

    • ·What did you learn to do this quarter that you couldn't do last quarter?
    • ·Which technical pattern, framework, or workflow did you go from 'reading docs' to 'shipping with'?
    • ·Where did your judgment improve — a class of bugs you now catch earlier, a tradeoff you now see more clearly?
    04

    Lessons learned

    What surprised you. What you'd do differently. The moments when you realized you were wrong.

    • ·What didn't work that you expected to? Why didn't it?
    • ·Which assumption you carried in did you have to revise?
    • ·Which bet paid off in a way you didn't predict?
    • ·What would you tell yourself at the start of this quarter?
    05

    The stack as of today

    Your current production-grade stack. The tools you actually reach for, not the ones you wish you used.

    • ·What's in your daily-use stack today? (coding, writing, research, ops, design, deploys)
    • ·Which tools graduated from 'experimenting' to 'permanent'?
    • ·Which tools left the stack since last quarter? Why?
    • ·What's still on the watchlist for next quarter?

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    Weak vs. Strong bullets

    The format does the easy part. The bullets carry the weight. A few examples to set the bar.

    Weak

    Tried Claude.

    Strong

    Tried Claude Sonnet 4.5 against GPT-5 for code review on the walima-backend repo (3 weeks, ~40 PRs). Kept Sonnet 4.5 as the default reviewer — better at catching null-safety bugs in TypeScript and faster to converge. Dropped GPT-5 for review specifically (still using it for first-draft writing). Cost: $0.15-0.25 per review on Sonnet.

    Weak

    Built a side project.

    Strong

    Shipped lead-research agent on n8n + Perplexity Sonar API for a B2B consulting client. 12 leads researched per run, output as structured JSON into Airtable. Replaced 4 hours/week of manual research. Cost: $0.12/run. Client renewed for Q3.

    Weak

    Learned Cursor.

    Strong

    Moved from 'occasional Cursor user' to 'Cursor-first for new repos.' Specifically: now writing PR descriptions, commit messages, and tests in Cursor before opening any other editor. Combined with the Composer + Agent mode for multi-file refactors. Productivity jump on greenfield work is real; legacy refactor work still faster in standard Claude + diffs.

    Weak

    Tried building agents.

    Strong

    Built three agents this quarter: lead-research (shipped), customer-onboarding (dropped, too brittle on edge cases), and weekly-summary (kept, internal use only). Lesson learned: agents that touch external APIs need a fallback path or they're worse than a manual workflow. Going forward, every agent gets a 'graceful degradation' spec before any retry logic.

    Manual template vs. Bloomly generated report

    Manual snapshot

    • Works when you already remember the right examples.
    • Requires manual sorting, rewriting, and evidence cleanup.
    • Best for a one-time draft or printable structure.

    Bloomly generated snapshot

    • Starts from the work you captured when it happened.
    • Organizes entries by goals, skills, impact, and review period.
    • Turns daily evidence into shareable summaries and PDF reports.

    The snapshot writes itself, if the running notes are already there.

    Builders move fast and remember little. Bloomly captures the AI tools you tried, the projects you shipped, and the lessons you learned as they happen. Every quarter the snapshot is already drafted — your tools, your stack, your call, your dates. Twenty minutes of editing instead of an hour of memory excavation.

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    Build the evidence before you need the template

    Templates help with format. A career journal helps with memory. Use these pages together: learn the structure, generate a quick outline, then keep the source material current in Bloomly.

    Brag document guide

    What to include and how to write stronger bullets.

    Brag doc generator

    Turn role, goals, and wins into an outline.

    Bloomly career journal

    Capture the evidence that feeds your snapshot.

    Frequently asked questions

    How often should an Indie Builder write a snapshot?▾

    Every twelve weeks. Quarterly is the cadence at which the AI stack and project list meaningfully changes for most builders. Faster than that and you repeat yourself; slower and the memory you're trying to capture has faded.

    Is Bloomly a tool tracker for builders?▾

    Yes. Bloomly captures the tools you tried, the projects you shipped, and the lessons you learned as you go. At quarter-end the snapshot is generated from those entries instead of filled in manually.

    What's the difference between a snapshot and a brag doc?▾

    A brag doc is structured around performance-review and promotion criteria (corporate audience). A snapshot is structured around what changed in your craft — tools, projects, skills, lessons — for a solo builder audience. Same underlying data, different output.