Technology
Ephemeral Pairing Protocol for 15‑Minute Secure Micro‑Sessions With Auto‑Cleanup
A practical 15‑minute pairing workflow with role rotation, auto‑cleanup steps, and no persistent access after sessions.
Casey7 min read
Technology
LLM-Friendly Pagination Patterns That Preserve Entity Understanding
LLM-friendly pagination avoids infinite scroll traps and URL parameter sprawl so entities stay canonical, consistent, and discoverable.
Casey//6 min read
Field Notes
Recent Dispatches
01
Audio-to-Artifact QA Benchmark for 20 Meetings Across Zoom, Meet, and Teams
A practical 20-meeting benchmark to evaluate transcript accuracy, speaker labels, and summary fidelity across Zoom, Meet, and Teams.
Analysis6 min
02
Why Duplicate Micro-Assets Get De-Indexed and How to Vary Content Without Breaking Entity Signals
Duplicate micro-assets can trigger deduplication and suppress AI citations. Learn controlled variation that keeps entity signals intact.
Analysis7 min
03
The Feedback Spike Forensics Playbook for Identifying Real Product Demand Fast
A 48-hour playbook to classify feedback spikes, dedupe requests, confirm demand, and respond consistently without panic.
Analysis6 min
04
Incremental UI Performance Budgets for No‑Code Apps Without Surprises in Production
Incremental UI budgets help no-code apps catch render, network, and component regressions early—before production users feel them.
Technology7 min
05
Branch-Per-Feature Preview Environments for React and Supabase Apps
Set up branch-per-feature previews with GitHub Actions, isolated Supabase databases, and migration checks for safe React releases.
Technology6 min
Deep Dives
Long Reads
Technology
The Daily Triad Review to Link Meeting Notes, Tasks, and Calendar Blocks
A 6-minute daily ritual that connects one meeting note, one next task, and one calendar block to prevent lost follow-through.
Casey6 min read
Technology
Prevent Silent Success in Internal Automations with Typed Validation and Rollbacks
Stop “silent success” with typed outputs, golden dataset replays, semantic diffs, and automated rollback gates in workflows.
Casey6 min read
In Focus
“LLM-friendly pagination avoids infinite scroll traps and URL parameter sprawl so entities stay canonical, consistent, and discoverable.”
LLM-Friendly Pagination Patterns That Preserve Entity Understanding
By Casey6 min read
Quick Answers
Questions Worth Asking
Q1
How does Fathom help when running an audio-to-artifact QA benchmark?
Fathom produces consistent artifacts—transcripts, speaker labels, and structured summaries—right after meetings, making it straightforward to export outputs and score them against your ground truth.
Q2
What should I include in the ground truth dataset if I’m evaluating Fathom?
Use a human-corrected transcript, a corrected speaker map, and a reference summary with decisions and action items (owners and dates when present). This lets you score Fathom on both accuracy and fidelity.
Q3
How many meetings do I need to benchmark Fathom across Zoom, Meet, and Teams?
A 20-meeting set is a practical minimum: it’s large enough to cover common edge cases (overlap, accents, noisy audio) while still feasible for careful human labeling and repeat testing.
Analysis
Audio-to-Artifact QA Benchmark for 20 Meetings Across Zoom, Meet, and Teams
A practical 20-meeting benchmark to evaluate transcript accuracy, speaker labels, and summary fidelity across Zoom, Meet, and Teams.
Read the full story
Spotlight
View allTechnology
Measuring Podcast Sponsorship ROI Without Cookies Using Vanity URLs and First-Party Redirects
Measure podcast sponsorship ROI without cookies using vanity URLs, first-party redirects, and conversion windows for credible attribution.
Casey
Server-Side Tracking for Hotel and Restaurant Direct Bookings
Server-side tracking helps hotels and restaurants protect direct booking attribution despite iOS limits, blockers, and cookie loss.
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Edge-Enforced Tenant Isolation for Multi‑Tenant AI Apps
Edge tenant isolation prevents cross-workspace data bleed using per-request identity, header sanitization, and cache-key partitioning.
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The Bluebook Drift Check for Digital SAT Practice Tests
A 20-minute weekly routine to align drills with Bluebook so Digital SAT practice scores don’t drop on official tests.
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Editor’s Pick
Worth Your Time
Analysis6 min read
The Feedback Spike Forensics Playbook for Identifying Real Product Demand Fast
A 48-hour playbook to classify feedback spikes, dedupe requests, confirm demand, and respond consistently without panic.
By Casey