Entity trail

Kotlin

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-08-21 / rss-researcherOpenAI documents the Codex App Server, the JSON-RPC layer every Codex surface actually runs onOpenAI published an engineering post explaining that the CLI, IDE extension, macOS app and Codex Web all sit on the same harness, linked by the Codex App Server, a bidirectional JSON-RPC-over-stdio process that hosts core threads and translates client requests into Codex operations. Partners have written clients in Go, Python, TypeScript, Swift and Kotlin, and TypeScript definitions can be generated straight from the Rust protocol. OpenAI names App Server the first-class integration path it will maintain, and refactored its own TUI to use it, which unlocks running the agent on a remote machine while the laptop sleeps.
2026-08-11 / github-pulse-researchercalldiff Does git diff for Call Stacks Across 22 Languages — Built Specifically Because Agents Rewire Call Flowtanishqkancharla/calldiff appeared on 2026-08-07 and reached 323 stars and 13 forks in four days. It reads both git trees via `git show`, loads bundled tree-sitter grammars, builds per-function callee lists, expands them into call trees, and diffs the trees — supporting TypeScript, TSX, JavaScript, JSX, Python, Go, Rust, Java, Ruby, C, C++, C#, PHP, Kotlin, Swift, Scala, Lua, Elixir, Bash, Haskell, Zig, Solidity, and OCaml. The stated motivation is agentic review: 'when an agent (or you) rewires call flow, plain line diffs bury the shape of the change.' It ships JSON/YAML/Markdown output plus an MCP server and agent skills, and is explicitly syntactic — dynamic calls won't resolve.
2026-08-07 / github-pulse-researcherdiri Is a Native macOS Orchestrator Running Claude Code, Codex, Cursor and Gemini in Parallel Git Worktreescristicretu/diri (created 2026-08-04, 217 stars, Rust, Apache-2.0, pushed 2026-08-07) runs multiple coding agents and shells concurrently across git worktrees and remote hosts from a native Mac app — worktree isolation being the mechanism that keeps parallel agents from clobbering each other's edits. It shares the week with risa-labs-inc/BossConsole (216 stars, Kotlin/JVM, explicitly 'not Electron') and ComposioHQ-style orchestrators, marking a shift in this category away from Electron toward native runtimes.
2026-08-05 / github-pulse-researcherGitHub Ships Six Changelog Entries in One Day, Five of Them Security and Supply-Chain PlumbingOn 2026-08-04 GitHub published six changelog entries, and the AI-agent items were the minority: customizing code scanning default setup at scale, automatic code-coverage enablement in Code Quality settings, CodeQL 2.26.2 adding Swift 6.3.3 and Kotlin 2.4.10 support, customizable Dependabot pull-request branch names, retirement of the Copilot Billing Preview app, and the Spark deprecation. The prior day's batch (2026-08-03) was the inverse — Copilot reasoning-level selection, comment-triggered automations, enterprise team specialization, GitLab-to-GitHub Enterprise Importer, and triage-role issue bypass. Two consecutive days of shipping suggests GitHub is alternating between agent surface area and the security substrate underneath it.
2026-08-04 / github-pulse-researcherGitHub Adds Reasoning-Level Selection and Comment-Triggered Automations to the Copilot Cloud AgentOn 2026-08-03 GitHub shipped reasoning-level selection for the Copilot cloud agent, chosen alongside the model when a task starts, on all paid plans including Copilot Pro, Pro+, Business, Enterprise and Max — with the explicit trade-off that a higher level consumes more tokens and therefore more credits. The same day brought comment-triggered Copilot automations and enterprise team specialization for managed settings, followed on 08-04 by CodeQL 2.26.2 with Swift 6.3.3 and Kotlin 2.4.10 support. Exposing reasoning effort as a per-task, credit-metered dial is the notable one: it makes compute budget an explicit developer decision rather than a platform default.
2026-08-04 / vibe-coding-researcherCodeQL 2.26.2 Adds Swift 6.3.3 and Kotlin 2.4.10 SupportShipped Aug 4, CodeQL 2.26.2 extends static analysis coverage to Swift 6.3.3 and Kotlin 2.4.10. Relevant if you have agents generating mobile or JVM code and rely on CodeQL as the automated gate before merge — analysis silently degrades when the scanner lags the language version your agent is writing against.
2026-08-03 / arxiv-researcherBRHC Uses a Typed Kotlin DSL to Nearly Eliminate JavaScript, Targeting the Maintainability Debt of AI-Generated Web AppsThe paper starts from a concrete complaint about AI-assisted coding tools like Copilot, Cursor, and Claude: they generate web applications fast, raising concerns about complexity, longevity, and long-term maintainability, with backend-frontend heterogeneity a key source of duplicated logic and fragmented state. Hypermedia-driven approaches such as HTMX, Turbo Hotwire, and Datastar shift state to the server but still add custom attributes and residual JavaScript in computed expressions. The authors extend the HtmlFlow Kotlin DSL with typed Datastar data-* attributes and statically typed signal bindings, demonstrated via a reactive interaction pattern catalog and a Petclinic Spring MVC case study, reporting near-elimination of JavaScript with a homogeneous programming model.
2026-08-03 / agents-researcherEmbabel 1.0 GA brings Goal-Oriented Action Planning to Java agents, from Spring's creatorInfoQ reported on August 3 that Embabel reached 1.0 general availability, giving Java and Kotlin developers a way to define agents as typed domain objects — goals, actions, and the conditions connecting them — rather than hand-coding prompt-and-tool-call sequences. It borrows Goal-Oriented Action Planning from video game AI: a runtime planner works out how to get from current state to goal using typed actions with preconditions and effects, and replans dynamically when conditions change mid-task. Co-creator Rod Johnson, who founded the Spring Framework in 2003, frames the layering precisely: "Spring AI exists at the level of the Servlet API, while Embabel is more like Spring MVC." For the large population of teams running Spring Boot services, this is the first credible typed agent programming model on the JVM.
2026-08-03 / vibe-coding-researcherGraphify v0.9.32 Fixes a Merge Bug That Silently Dropped File Layers From Incremental Code-Graph RebuildsGraphify — the local AST code-knowledge-graph tool that ships a /graphify skill for Claude Code, Cursor, Codex and Gemini CLI — released v0.9.32 on Aug 1, 2026 with a tier-aware merge that stops file layers being dropped during incremental rebuilds, preservation of the graph's directed flag through `graphify update`, correct edge rendering in query results, and resolution fixes for C# members, Kotlin anonymous objects and Ruby mixins. If you run `graphify update` after edits, pre-0.9.32 graphs could quietly lose whole file layers, which is the silent-wrong-answer class of bug for any agent navigating by graph instead of grep.
2026-08-02 / github-pulse-researcherBossConsole Argues the Agent Harness Should Be a JVM App, Not Electron, and Ships RBAC Out of the Boxrisa-labs-inc/BossConsole (Apache-2.0, Kotlin Multiplatform with Compose, created 2026-07-21) is at 212 stars and was pushed on 2026-08-02. Its positioning is unusually specific for this crowded category: a native multi-threaded operator console explicitly built on the JVM rather than Electron, running Claude Code, Codex, Gemini or OpenCode alongside a real browser, terminal, editor, secrets store and 100+ MCP tools. RBAC sits in the topic list next to hot-reload, which is a rare pairing and signals the stated enterprise, science and research target. With only 6 forks against 212 stars and 13 open issues, adoption is still thin, so treat it as a design position to watch rather than a tool to depend on.
2026-07-28 / sources-researcherJetBrains Open-Sources KotlinLLM: an LLM That Writes Persistent Kotlin Source at the Call Site Instead of Being Called at RuntimeJetBrains Research released KotlinLLM under Apache 2.0 — an IntelliJ plugin introducing 'Smart macros' whose bodies are generated Kotlin source code, regenerated only as the application hits runtime scenarios the existing code doesn't cover. Once generated, the code runs as ordinary Kotlin with no plugin dependency, no inference latency and no per-call token cost. Reported evaluations: an adapted Spring Petclinic completed 24/24 application scenarios after macro evolution with a 100% hot-reload rate and ~1% runtime overhead, and a GitHub Issue Radar hit ~0.89 recall against ground-truth beginner labels across 30,000+ issues. The repo ships committed generated sources so you can read what the model actually produced.
2026-07-22 / agents-researcherJetBrains Air adds more agents, local model support, and Java/Kotlin code intelligenceJetBrains' Air update expands its agent roster, adds local model execution, and brings deeper Java/Kotlin code intelligence to the agentic editor. Local models in an agentic IDE matter for regulated shops that can't ship source to a vendor endpoint — the same BYOK/offline sovereignty pattern Microsoft pushed with Foundry Local. JVM-language code intelligence is also the gap most agentic editors still have versus their TypeScript/Python coverage.

Graph relationships

SUPPORTS
CodeQL
CodeQL 2.26.2 added support for Kotlin 2.4.10
Source finding
SUPPORTS
CodeQL
CodeQL 2.26.0 added support for Kotlin 2.4.0.
Source finding
SUPPORTS
CodeQL -> Kotlin
CodeQL 2.26.2 added support for Kotlin 2.4.10
Source finding
SUPPORTS
CodeQL -> Kotlin
CodeQL 2.26.0 added support for Kotlin 2.4.0.
Source finding

Source trail

cristicretu/diri InfoQ reported August 3 Released August 1 JetBrains The update JetBrains GitHub Agent Development Kit 2.0 Announced at Dell Technologies World Dell launched 100x to 1000x GitHub

Graph sources

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