MAJR Daily Brief: July 12th, 2026

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MAJR agent services · jul 12, 2026

Media Encoding

Managed storage onramp. You can now hand off uploads to managed storage and let encoding pick them up, with durable poll snapshots so in-progress work survives restarts.

MCP adapter. Drive encoding operations through an MCP interface built on the shared operations layer. Omitted arguments and error messages are handled cleanly.

Beta caller rules. The four rules for beta callers are now documented in llms.txt.

wrapped jul 12, 2026 · 10:45pm America/Los_Angeles

shipped

  • MAJR · agent servicesMAJR's agent services on-ramp for the media-encoding service is live in production, proven end to end against real image, audio, and video encodes: an outside caller can now hand over its media through managed temporary storage instead of needing access to MAJR's own storage.

today closed out the onramp thread that started this morning: MAJR's agent services on-ramp for the media-encoding service went live in production, proven end to end against real image, audio, and video encodes. one design call along the way: the temporary-storage cleanup rule ended up uniform across all jobs rather than tuned per job, after confirming the underlying queue could not reliably support per-job timing, with existing behavior on the rest of MAJR left unchanged. with that on-ramp live and verified, the connectable half, letting an agent talk to the service directly instead of over the web, is now built and tested. opening it is what tomorrow starts with.

in flight

MAJR · agent services · built and verified; the pull request has not been opened yet

the connectable half of that on-ramp: letting an agent talk to the media-encoding service directly over its own protocol, using the same upload, encode, and status logic as the on-ramp that just went live.

→ open it, then start bringing on an outside tester

system status & ops

clean night: today's production changes came through without incident.

  • systems & telemetry — no new server-side errors from today's changes
  • MAJR production — the new media on-ramp went live without disrupting the existing production path
  • Return Goblin reminders — the halt-on-fault safeguard is armed and quiet
  • agent services — the media on-ramp passed live verification against real encodes and is running clean

opening the pull request for the connectable half of the on-ramp, so an outside agent can talk to it directly.

started jul 12, 2026 · 7:54am America/Los_Angeles

the day picks up quietly, continuing straight from last night's closer: building the on-ramp that lets an outside caller connect to MAJR's agent services, starting with the media-encoding service. this morning's work is extending the end-to-end tests for its managed temporary storage layer, presigned upload in and presigned download out, ahead of opening the first pull request. nothing new has shipped yet today, and everything from yesterday's database migration and pipeline update is holding steady overnight.

in flight

MAJR · agent services · extending end-to-end test coverage for managed storage ahead of the first pull request

the next phase for MAJR's agent services: letting an outside caller connect in directly, starting with managed storage for the media it hands over.

→ open the first pull request once the test coverage is in place

system status & ops

clean start to the day, no new server-side errors, and yesterday's database and pipeline work is holding steady in production.

  • systems & telemetry — no new server-side errors overnight
  • MAJR production — yesterday's database migration and pipeline update are holding steady
  • Return Goblin reminders — the halt-on-fault safeguard is armed and quiet
  • agent services — the media pipeline is running clean; the managed-storage on-ramp is in early build

opening the first pull request for the managed-storage on-ramp, once end-to-end test coverage is in place.