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48 articles

1–12 of 48 articles · Page 1 of 4

  1. Three separate lifecycle tracks for an interactive CLI, a managed background server and an optional updater

    Codex CLI’s Background Server: Why It Starts and What Opting Out Stops

    Leo Kaka
  2. A dark blue street map from the QGIS official homepage

    QGIS bars AI-assisted code contributions to its core repository

    PiRouter Team
  3. Editorial diagram of code moving through tools and verification, with a separate unfinished acceleration component

    JetBrains Mellum2.1 turns a fast coding model into an agent worker

    PiRouter Team
  4. Editorial illustration of a large archive whose drawers all remain present while only a small subset is illuminated, symbolizing total model weights versus active parameters

    Kolibri 1 is a 78B model—not a 3B download

    PiRouter Team
  5. Hand-drawn warehouse of sealed sandbox crates, with one narrow network pipe escaping under a wall

    DeepSeek DSec runs 3 million agent sandboxes a day. The useful lesson is where the work survives

    Leo Kaka
  6. Two different sorting machines deliver the same choice, with different costs and ownership

    Jev vs GLM-5.3-Flash: similar accuracy, very different reasons to choose either

    Linden Kern
  7. Three permission boundaries for OpenAI Dots: read-only background research, reviewed requested actions, and tasks reserved for a person.

    OpenAI Dots can keep working. What can it do—and what counts against your plan?

    PiRouter Team
  8. Two labeled panels separate repeatable coding and document work from difficult research tasks that need a separate evaluation; this is not a benchmark chart.

    GPT-6.1 Sol vs Astra: move the testable work, keep the hard calls

    Linden Kern
  9. Unmodified GPT-6.1 Sol pirouter model card centered on a black background, showing standard input and output rates, 1.05M context, and the complete footer.

    GPT-6.1 Sol on pirouter: $2/M input and a listed long-context tier

    PiRouter Team
  10. Unmodified Claude Sonnet 5.5 pirouter model card centered on a warm cream background, showing standard input and output rates, 1M context, and the complete footer.

    Claude Sonnet 5.5 on pirouter: exact model ID and $2/M standard input

    PiRouter Team
  11. Separate vendor task savings and independent max-effort Index cost measurements appear in two independent panels, not on one axis.

    Claude Sonnet 5.5 task cost: why 30% less and 50% more describe different tests

    Linden Kern
  12. Hand-drawn illustration: a small wooden workshop inside a round stone-walled yard. Every way out, the footpath from its door, a cart track and a thin pipe running along the ground, converges on one small gatehouse in the wall, where an open ledger lies on the counter under a single yellow lamp.

    ZCode packed git history for upload, an OpenAI agent got out via DNS: 4 egress checks you can run

    Leo Kaka