Heads up This site is currently under heavy development.
Subscribe Get it delivered — the daily firehose, filtered to the tools you run, plus the documentation changes vendors never announce. Compare plans →

The AI Toolchain — issue -035, July 15, 2026

THE AI TOOLCHAIN NO. -035
Tail
THE DAILY RELEASE FIREHOSE
PUBLISHED JULY 15, 2026 · EVERY WEEKDAY
EDITIONS tail grep head diff uniq

The daily firehose — everything the toolchain shipped today, already filtered.

// HOW THIS ISSUE IS MADE

We read every release from the 174 tools on our watchlist at the source — GitHub and GitLab release notes, vendor release pages and changelogs, project blogs and feeds, vendor press releases, and the source code behind the tag. Bug-fix-only releases and non-product newsroom noise are dropped; what's left is summarized down to the new capability, how to try it, and any screenshots or videos the release itself published. Every entry links to the sources it was built from.

VIEW
ISSUE VIEW full issue
Do you prefer this view?
$ tct list   # 9 tools matched
AI & LLM Tooling
◆  AI Agent Frameworks

AutoGPT

Sources Release notes → autogpt-platform-beta-v0.6.67 NOTES

AutoGPT Platform adds Slack and Telegram adapters, first-class org/workspace support, and a Copilot composer with guided creation flows.

└──▷ GET THIS VERSION
$ git clone --branch autogpt-platform-beta-v0.6.67 https://github.com/Significant-Gravitas/AutoGPT.git
# already have the repo? check out this version:
$ git checkout autogpt-platform-beta-v0.6.67
  • Adds Slack adapter supporting webhook and Events API integration, with multi-workspace install via OAuth and visibility on the Bots settings and admin analytics pages.
  • Adds Telegram adapter as a third platform on the chat bus, with live draft previews that stream replies in real time.
  • Introduces first-class org/workspace support with new schema, auth, APIs, migration, and frontend.
  • Adds Copilot composer and menu with Skills, Scheduled, and Integrations modals and guided creation flows.
  • Splits adapter base into Socket/Webhook variants and extracts shared adapter helpers (attachments, mentions, history, chunking) to support additional platform integrations.
+2 moreshow less
  • Adds LaunchDarkly per-platform visibility control for Settings → Bots.
  • Removes built-in Revid credential — users must now provide their own key.
└──▷ BREAKING ON UPGRADE
  • !The built-in Revid credential has been removed; existing setups using it will break until a user-provided key is supplied.
Was this useful?

PydanticAI

Sources Release notes → v2.10.0 NOTES

PydanticAI v2.10.0 adds automatic message-history repair and OpenAI background mode plus Anthropic pause-turn support.

└──▷ GET THIS VERSION
$ git clone --branch v2.10.0 https://github.com/pydantic/pydantic-ai.git
# already have the repo? check out this version:
$ git checkout v2.10.0
  • Supports OpenAI background mode and handles Anthropic stop_reason=pause_turn in agent runs.
Was this useful?
◆  AI Coding Agents

Anthropic Claude Code

Sources Release notes → v2.1.211 NOTES

Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.

Claude Code v2.1.211 adds --forward-subagent-text flag and CLAUDE_CODE_FORWARD_SUBAGENT_TEXT env var for subagent stream output, plus several workflow improvements.

└──▷ GET THIS VERSION
$ git clone --branch v2.1.211 https://github.com/anthropics/claude-code.git
# already have the repo? check out this version:
$ git checkout v2.1.211
└──▷ TRY IT
Set token budget with scientific notation in an environment where the variable must be typed or scripted compactly.
$ export CLAUDE_MAX_TOKENS=1e6
claude -p 'Summarize this large codebase'
  • Adds --forward-subagent-text flag and CLAUDE_CODE_FORWARD_SUBAGENT_TEXT environment variable to include subagent text and thinking in stream-json output.
  • Integer environment variables (timeouts, token budgets, retry counts) now accept scientific notation and digit-separator spellings like 1e6 and 64_000.
  • Changes 'always allow' permission rules to save at the repository root, so approvals granted in a git worktree persist across sessions and worktrees.
  • Changes /usage-credits to ask for confirmation before sending a request to organization admins.
  • The save_to_disk option on Claude in Chrome screenshot actions now writes the image to disk and returns the path (previously did nothing).
+2 moreshow less
  • Changes Vim mode s and S (substitute char/line) to work in NORMAL mode, matching standard vim behavior.
  • Improves background agent result reporting — Claude now reports the status of still-running agents and waits for real completion instead of fabricating results.
Was this useful?

Cline

Sources Release notes → cli-v3.0.41 2 RELEASES · 2026-07-15 NOTES STABLE

Autonomous coding agent as an SDK, IDE extension, or CLI assistant.

Cline CLI v3.0.41 adds compaction progress in the TUI and model ID suggestions from OpenAI-compatible endpoints.

└──▷ GET THIS VERSION
$ git clone --branch cli-v3.0.41 https://github.com/cline/cline.git
# already have the repo? check out this version:
$ git checkout cli-v3.0.41
  • Compaction now shows progress status in the TUI so users can track context reduction in real time.
  • Model IDs are now suggested from OpenAI-compatible endpoints when configuring a provider, reducing manual lookup.
  • Workspace git info (branch/remote) is now persisted and refreshed across sessions.
  • Compaction no longer runs during an active turn, preventing interference with in-progress tasks.
1 more release in this issue · 2026-07-15
sdk/sdk/v0.0.61 NOTES STABLE

Cline SDK v0.0.61 adds context compaction progress, git session persistence, mode guidance, and model ID suggestions from OpenAI-compatible endpoints.

└──▷ GET THIS VERSION
$ git clone --branch sdk/sdk/v0.0.61 https://github.com/cline/cline.git
# already have the repo? check out this version:
$ git checkout sdk/sdk/v0.0.61
  • Context compaction now reports live progress status while it runs.
  • Workspace git info (branch and remote) is persisted and refreshed across sessions.
  • Plan/Act mode guidance added to the system prompt, with nudges when switching modes.
  • Model IDs are now suggested from OpenAI-compatible endpoints.
  • Adds a shared @cline/ui theme package.
+1 moreshow less
  • Telemetry now attaches organization context when identifying with cached credentials.
Was this useful?

SST OpenCode

Sources Release notes → v1.18.2 NOTES

The open source coding agent.

OpenCode v1.18.2 adds Mod+N shortcut for new tabs and a configurable subagent depth limit.

└──▷ GET THIS VERSION
$ git clone --branch v1.18.2 https://github.com/sst/opencode.git
# already have the repo? check out this version:
$ git checkout v1.18.2
  • Adds Mod+N as an additional keyboard shortcut for opening a new tab in the desktop app.
  • Adds configurable subagent_depth limit to control how deeply subagents can spawn nested subagents.
Was this useful?

Zed

Sources Release notes → v1.11.3 NOTES

Zed v1.11.3 adds dedicated Staged/Unstaged Changes multibuffers, configurable Git Graph columns, Markdown commit messages, and a project symbols preview pane.

└──▷ GET THIS VERSION
$ git clone --branch v1.11.3 https://github.com/zed-industries/zed.git
# already have the repo? check out this version:
$ git checkout v1.11.3
└──▷ HOW TO FIND IT
Review only staged changes as a multibuffer to stage, unstage, or restore individual hunks before committing.
📍git: view staged changes
Forward mouse clicks to vim or another mouse-reporting terminal app instead of opening links on Cmd/Ctrl-click.
json
{
  "terminal.open_links_in_mouse_mode": false
}
  • Adds git: view staged changes and git: view unstaged changes actions that open dedicated Staged Changes and Unstaged Changes multibuffers for reviewing, staging, unstaging, or restoring individual hunks.
  • Adds /helpful and /not-helpful slash commands (shown as 'Positive Feedback' and 'Negative Feedback') in the agent panel message editor for submitting thread feedback.
  • Adds protocol validation for OpenCode settings, reasoning effort levels, and parallel tool calls enabled by default for OpenCode, along with new OpenCode Zen models (Fable 5, Sonnet 5, GLM 5.2, Kimi K2.7 Code, Minimax M3).
  • Adds terminal.open_links_in_mouse_mode setting to control whether Cmd/Ctrl-click opens links or forwards clicks to the application when mouse reporting is enabled (e.g. vim, opencode, claude).
  • Adds boolean toggle support in ACP session configuration for agents that use them.
+15 moreshow less
  • Adds 'Agent Panel' and 'Git Panel' items to the 'View' menu.
  • Adds Claude Fable 5 and Sonnet 5 to the Amazon Bedrock provider.
  • Adds native support for AWS Bedrock's Mantle endpoint, enabling GPT-5.5, GPT-5.4, and Grok 4.3 through the Amazon Bedrock provider.
  • Adds a preview pane to the project symbols picker.
  • Adds Git Graph column visibility toggle via right-clicking the table header to show or hide columns.
  • Renders full commit messages as Markdown in the Git Graph details panel.
  • Adds tag labels to the Git Panel commit history.
  • Adds diff stat numbers to the uncommitted changes view.
  • Adds support for searching inside agent terminal threads with cmd-f (macOS) or ctrl-f (Linux/Windows).
  • Adds a copy button in the agent panel to copy the last agent response, and moves 'Open Thread as Markdown' into the agent panel menu.
  • Adds the ability to collapse per-file match groups in Text Finder by clicking the chevron on file headers.
  • Adds support for middle-clicking a file in the project panel to open it in a permanent tab instead of a preview tab.
  • Adds a zed: get merch action that opens the Zed merch store.
  • Adds a download progress indicator to the update button.
  • Recognizes ebuild files as bash.
Was this useful?
◆  Local LLM Runtimes

llama.cpp

Sources Release notes → b10032 2 RELEASES · 2026-07-15 NOTES STABLE

llama.cpp b10032 adds CUDA implementation of GGML_OP_LIGHTNING_INDEXER with generic vector and WMMA kernels (Turing+).

└──▷ GET THIS VERSION
$ git clone --branch b10032 https://github.com/ggml-org/llama.cpp.git
# already have the repo? check out this version:
$ git checkout b10032
  • Adds CUDA implementation of GGML_OP_LIGHTNING_INDEXER with a generic vector kernel and a WMMA (Tensor Core) kernel, requiring Turing-class GPUs or newer.
1 more release in this issue · 2026-07-15
b10016 NOTES STABLE

llama.cpp b10016 adds SYCL Flash Attention via oneDNN XMX engine on Intel Battlemage (Xe2), delivering up to 4.26× prefill speedup at 80k context.

└──▷ GET THIS VERSION
$ git clone --branch b10016 https://github.com/ggml-org/llama.cpp.git
# already have the repo? check out this version:
$ git checkout b10016
  • Adds F16 Flash Attention for SYCL backends using the oneDNN graph API's XMX engine, scoped to Intel Battlemage (Xe2/BMG) GPUs; other architectures fall back to the existing FA kernel.
  • Multi-GPU synchronization for the oneDNN FA path via stream wait_and_throw(), enabling validated multi-device inference on Battlemage.
  • Delivers up to 4.26× prefill throughput increase at 80k context (pp512: ~32% gain) for Q8_0 models on supported hardware, unlocking long-context use cases that were previously throughput-constrained.
Was this useful?

vMLX

Sources Release notes → v1.6.10 NOTES

vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L1 Paged (super fast ttft) + Hybrid SSM Scheduler + Cont Batching + etc!

vMLX 1.6.10 adds JANG affine 1-bit/ternary bundle loading, paged block-disk L2 cache on by default, and Responses API as the Electron chat default.

└──▷ GET THIS VERSION
$ git clone --branch v1.6.10 https://github.com/jjang-ai/vmlx.git
# already have the repo? check out this version:
$ git checkout v1.6.10
  • Enables paged block-disk L2 cache by default in the Electron UI, with an explicit opt-out available.
  • Loads schema-2 JANG affine 1-bit and ternary text/VLM bundles with per-module quantization overrides.
  • Keeps local Electron chat on the OpenAI /v1/responses API by default, with chat sampler defaults derived from the model bundle configuration.
  • Preserves Qwen 3.5 hybrid GDN/SSM + attention cache routing, VL/video tensors, TurboQuant attention KV, and async SSM rederive.
Was this useful?
Other / Uncategorized
◆  AI OBSERVABILITY

Langfuse

Sources Release notes → v3.214.0 NOTES

Langfuse v3.214.0 adds MCP monitor tools, metadata filters for monitors, and a new auth cookie namespacing env var.

└──▷ GET THIS VERSION
$ git clone --branch v3.214.0 https://github.com/langfuse/langfuse.git
# already have the repo? check out this version:
$ git checkout v3.214.0
  • Adds listMonitors and getMonitor tools to the MCP server, enabling programmatic monitor access via MCP.
  • Adds NEXTAUTH_COOKIE_NAME_SUFFIX environment variable to namespace auth cookies across multiple Langfuse instances.
  • Adds hideXAxisLabels option to charts for improved readability.
  • Adds metadata filter support in monitor queries.
  • Tags the x-langfuse-ingestion-version header on OTel API spans for ingestion version tracking.
+3 moreshow less
  • Emits a code eval dispatch duration distribution metric for observability into evaluation pipeline performance.
  • Enables the root observation filter by default for application roots in the filters view.
  • Adds a support-agent demo scenario to the seeder for handcrafted demo-grade agent traces.
Was this useful?
my-toolchain — 0 tools
paste an install list to detect your tools

A brew list, a Brewfile, requirements.txt, a Dockerfile — or just the product names, free-form. Nothing leaves your browser.

    browse all tools →