SaaS Metrics
Critical Data Integrity
Timestamp
AI Synthesis & Market Narrative
Timestamps are a foundational element across diverse technical domains, from enabling advanced LLM video analysis and ensuring forensic data integrity to managing distributed system consistency and queue processing.
Correlated Linguistic Patterns
["LLMs watch video"
"modify file timestamps"
"Postgres Queues"
"Automerge"
"forensic artefacts"]
Driving Media Context
Rebuilding and analysing 4 years of Wordle stats from WhatsApp chat logs
Yes, I'm still playing Wordle in 2026.
According to [Wordle](https://www.nytimes.com/games/wordle/index.html), I've played 1,559 games, I win 99% of the time,
Frame selection is the whole game: notes on making LLMs watch video
Adaptive scene detection, three-channel frame dedup, and transcript fusion. The unglamorous machinery behind letting an LLM actually watch a video, locally.
Going beneath NTFS: USN Journal, dfir_NTFS, and artefact-driven investigations
A practical deep dive into NTFS forensic artefacts: MFT, USN Journal, $LogFile, and how to combine them with dfir_ntfs and MFTECmd to detect anti-forensic te...
Postgres Queues Actually Scale
Lessons learned from scaling Postgres-backed durable queues for tens of billions of workflows per month.
Convergence Is Not Enough
Getting into trouble with data representations in Automerge.
Wattage: A token-spend profiler and cost-regression gate for AI agents
A token-spend profiler and cost-regression gate for AI agents. - faizannraza/wattage
ESP32-C6 Power Consumption: Arduino vs. Zephyr vs. ESP-IDF Comparison
Learn from our Arduino, ESP-IDF, and Zephyr RTOS ESP32-C6 power consumption benchmark for most efficient IoT framework.
Fixing a bug with byte order marks
I didn't know to check for UTF-8 byte order marks, so I made a mistake when converting text files. I was meant to use `encoding="utf-8-sig"`.
Visualizing the Artemis II Mission
In April 2026, four astronauts flew around the Moon for the first time in over fifty years. I built a Foxglove visualization of the Artemis II mission: Orion...
How we made our LeRobot video reader up to 15× faster
LeRobot has emerged as the dominant open format for robot learning data, but decoding frames is expensive. Here's how we made Daft's native LeRobot reader up...