Как Kodik переиграл (и уничтожил) Codex, DeepSeek Harness и OpenCode на DeepSWE 1.1

29 October 2026 at 17:12

Между запросом разработчика и готовым изменением находится ещё один важный компонент — агентная оболочка, или harness. Она отвечает за инструкции модели, контекст, инструменты и организацию работы с кодом. Именно от неё зависит, насколько эффективно используется модель.

Мы решили проверить это на практике, сравнив Kodik с тремя другими средами (OpenCode, DeepSeek Harness и Codex) по бенчмарку Deep SWE 1.1.

Что же из эксперимента вышло?

World news | The Guardian
Pragmatic or pointless? Europe’s rift over whether to pick up the phone to Putin 29 October 2026 at 15:55

Pragmatic or pointless? Europe’s rift over whether to pick up the phone to Putin

World news | The Guardian

By: Pjotr Sauer

29 October 2026 at 15:55

With no single European representative negotiating directly with Moscow, some leaders are establishing their own channels – with messy results

The Nordic countries rarely fall out in public over foreign policy, least of all over Russia.

But a 90-minute phone call this week to Vladimir Putin by the leaders of Finland and Norway drew an unusual rebuke from their Danish and Swedish neighbours.

The Guardian
Pragmatic or pointless? Europe’s rift over whether to pick up the phone to Putin 29 October 2026 at 15:55

Pragmatic or pointless? Europe’s rift over whether to pick up the phone to Putin

The Guardian

By: Pjotr Sauer

29 October 2026 at 15:55

With no single European representative negotiating directly with Moscow, some leaders are establishing their own channels – with messy results

The Nordic countries rarely fall out in public over foreign policy, least of all over Russia.

But a 90-minute phone call this week to Vladimir Putin by the leaders of Finland and Norway drew an unusual rebuke from their Danish and Swedish neighbours.

TechCrunch
From 8VC to Benchmark, here’s what’s hiding in October SEC filings 28 October 2026 at 01:17

From 8VC to Benchmark, here’s what’s hiding in October SEC filings

TechCrunch

By: Dominic-Madori Davis

28 October 2026 at 01:17

A whole crop of venture capital firms are raising significant new funds.

TechCrunch
Agent cloud startup Daytona hits $1B valuation backed by FirstMark and a who’s who of angels 23 October 2026 at 19:26

Agent cloud startup Daytona hits $1B valuation backed by FirstMark and a who’s who of angels

TechCrunch

By: Julie Bort

23 October 2026 at 19:26

Daytona is building a cloud for agents that's like giving every agent its own computer. It has attracted founders of Stripe, Perplextity, Datadog, Mercor, and others as angels, it says.

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