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Articole: 15

  1. On 25 Stet Tasks, Opus 4.8 Wrote Smaller Patches. Opus 5 Searched Wider.

    (Stet)

    Opus 4.8 and Opus 5 tied on strict functional score across 25 matched Stet tasks, but their paired artifacts differed: Opus 4.8 had the lower footprint on 20 tasks, while Opus 5 ran more shell commands on 18 and more tests on 15.

  2. I Tested Six Ways to Save $$$ on 5.6 Sol. The only one that worked was using Terra

    (Stet)

    Six interventions meant to save tokens gave different answers depending on how you count.

  3. Sonnet 5 vs Opus 4.8: how they behave and when to use each

    (Stet)

    On 24 real tasks, Sonnet scaled effort into more checking while Opus stayed flatter through high.

  4. GLM 5.2 on 50 real Go and Rust PRs: last on quality, and not the cheapest

    (Stet)

    GLM 5.2 vs Composer 2.5 and the premium field on 50 real merged PRs from graphql-go-tools (Go) and sqlparser-rs (Rust).

  5. Composer 2.5 was 6.5x cheaper on 50 real Rust and Go PRs. Here's where it's actually safe.

    (Stet)

    Composer 2.5 vs Opus 4.8, GPT-5.5 and Opus 4.7 on 50 real merged PRs from sqlparser-rs (Rust) and graphql-go-tools (Go).

  6. When Fable 5 Is Worth the Premium

    (Stet)

    Fable 5 vs Opus 4.8, GPT-5.5 and two more on 30 real GraphQL Go Tools and SQLParser Rust tasks.

  7. Opus 4.8 vs Opus 4.7 vs GPT-5.5 vs Composer 2.5 - 50 Real PRs in Go and Rust

    (Stet)

    I graded four frontier coding models on 50 real merged PRs in Go and Rust - not just whether tests pass, but craft, equivalence, and cost.

  8. I had Codex iterate on its own AGENTS.md 8 times and measured each version against real PRs. The best one still regressed on a clean holdout.

    (Stet)

    Codex optimized its own AGENTS.md against real Stet repo tasks.

  9. GPT-5.5 High Regression Check on GraphQL-go-tools

    (Stet)

    A fresh GPT-5.5 Codex high rerun on 21 clean GraphQL-go-tools tasks compared with the May 5 GPT-5.5 high run.

  10. Opus 4.7 Low Vs Medium Vs High Vs Xhigh Vs Max: the Reasoning Curve on 29 Real Tasks from an Open Source Repo

    (Stet)

    Claude Opus 4.7 reasoning-effort curve on 29 matched GraphQL-go-tools tasks: low, medium, high, xhigh, and max.

  11. GPT-5.5 low vs medium vs high vs xhigh: the reasoning curve on 26 real tasks from an open source repo

    (Stet)

    An interactive GPT-5.5 Codex reasoning-effort curve on 26 matched GraphQL-go-tools tasks: low, medium, high, and xhigh.

  12. GPT-5.5 vs GPT-5.4 vs Opus 4.7 on 56 real coding tasks from 2 open source repos

    (Stet)

    Opus 4.7 vs GPT-5.5 vs GPT-5.4 on 56 real coding tasks across two open-source repos.

  13. Opus 4.7 vs Old Opus 4.6 vs New Opus 4.6

    (Stet)

    Three Opus snapshots, same 12/28 test pass rate.

  14. Your AGENTS.md is the highest-leverage code you're not testing

    (Stet)

    AGENTS.md is loaded into every turn.

  15. Your AI coding benchmark is hiding a 2x quality gap

    (Stet)

    Three models, same pass rate.