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The AI Toolchain — issue -041, July 9, 2026

THE AI TOOLCHAIN NO. -041
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THE DAILY RELEASE FIREHOSE
PUBLISHED JULY 9, 2026 · EVERY WEEKDAY
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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.

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$ tct list   # 13 tools matched
AI & LLM Tooling
◆  AI Agent Frameworks

Agno (formerly Phidata)

Sources Release notes → v2.7.2 NOTES

Agno v2.7.2 adds OAuth on the AgentOS MCP endpoint, AG-UI client tools, and multi-target agno connect enhancements.

└──▷ GET THIS VERSION
$ git clone --branch v2.7.2 https://github.com/agno-agi/agno.git
# already have the repo? check out this version:
$ git checkout v2.7.2
└──▷ USE IT
Enable OAuth-protected MCP access on an AgentOS instance so only authenticated clients can connect.
python
from agno.agent_os import AgentOS

agent_os = AgentOS(mcp_auth=...)
  • Adds mcp_auth parameter to AgentOS(...) to configure OAuth support on the AgentOS MCP endpoint.
  • Renames AgentOS parameter enable_mcp_server to mcp_server and folds in mcp_config.
  • Adds client_tools support for AG-UI frontend tools.
  • Enhances agno connect with multi-target select, disconnect, restart hints, and identity-named entries.
└──▷ BREAKING ON UPGRADE
  • !The enable_mcp_server parameter on AgentOS is renamed to mcp_server; existing code using enable_mcp_server will break.
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AutoGPT

Sources Release notes → autogpt-platform-beta-v0.6.66 NOTES

AutoGPT Platform adds Discord file uploads, copilot file picker, chat pinning, workspace folders, and batch-deploy bot commands.

└──▷ GET THIS VERSION
$ git clone --branch autogpt-platform-beta-v0.6.66 https://github.com/Significant-Gravitas/AutoGPT.git
# already have the repo? check out this version:
$ git checkout autogpt-platform-beta-v0.6.66
  • Adds /batch, /batch-remove, and /batch-merge commands for batch-deploying bots.
  • Enables file uploads to AutoPilot via Discord, letting users attach files directly in Discord conversations.
  • Adds a file picker and @mention support in copilot chat to attach workspace files to conversations.
  • Adds chat pinning to the copilot sidebar for quick access to important conversations.
  • Adds workspace folders to the artifacts page for organized artifact management.
+5 moreshow less
  • Adds a task progress bar above the copilot chat input (behind a feature flag).
  • Adds a new layout sidebar for AutoGPT behind a feature flag.
  • Preserves action history across task continuations in the classic mode.
  • Enforces subscription paywall and rate limits on bot turns.
  • Increases skill description character limit from 200 to 250 characters.
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OpenAI Agents SDK

Sources Release notes → v0.18.1 NOTES

OpenAI Agents SDK v0.18.1 adds GPT-4.1 model defaults and migrates examples to the new defaults.

└──▷ GET THIS VERSION
$ git clone --branch v0.18.1 https://github.com/openai/openai-agents-python.git
# already have the repo? check out this version:
$ git checkout v0.18.1
  • Adds GPT-5.6 model defaults and migrates bundled examples to use them.
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PydanticAI

Sources Release notes → v2.7.0 NOTES

PydanticAI v2.7.0 adds azure-responses shorthand and xAI grok-4.5 model support.

└──▷ GET THIS VERSION
$ git clone --branch v2.7.0 https://github.com/pydantic/pydantic-ai.git
# already have the repo? check out this version:
$ git checkout v2.7.0
└──▷ USE IT
Use the azure-responses shorthand to target a specific Azure-hosted model without verbose configuration.
python
model = 'azure-responses:gpt-4o'
  • Supports azure-responses:[model-id] shorthand for specifying Azure Responses API models.
  • Adds xAI grok-4.5 model support.
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◆  AI Coding Agents

Cline

Sources Release notes → cli-v3.0.39 2 RELEASES · 2026-07-09 NOTES STABLE

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

Cline v3.0.39 adds free model selection via ClinePass and versioned client-identity headers on provider requests.

└──▷ GET THIS VERSION
$ git clone --branch cli-v3.0.39 https://github.com/cline/cline.git
# already have the repo? check out this version:
$ git checkout cli-v3.0.39
  • Adds free model selection in the ClinePass provider through the model picker.
  • Detached hub daemon now emits telemetry with user_id included in telemetry identity.
  • Cline provider requests now send versioned client-identity headers.
1 more release in this issue · 2026-07-09
v4.0.7 NOTES STABLE

ClinePass gains free-model selection with Subscribed/Free tabs and one-click billing switch on limit.

└──▷ GET THIS VERSION
$ git clone --branch v4.0.7 https://github.com/cline/cline.git
# already have the repo? check out this version:
$ git checkout v4.0.7
  • Adds a ClinePass limit-reached error with a one-click option to switch to usage-based billing when the subscription cap is hit.
  • Enables selection of free models within the ClinePass provider, organized into Subscribed and Free tabs with model descriptions.
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OpenAI Codex CLI

Sources Release notes → rust-v0.144.0 NOTES

Lightweight coding agent that runs in your terminal

Codex CLI adds a writes approval mode, interactive MCP auth by default, and Ultra concurrency warnings in v0.144.0.

└──▷ GET THIS VERSION
$ git clone --branch rust-v0.144.0 https://github.com/openai/codex.git
# already have the repo? check out this version:
$ git checkout rust-v0.144.0
  • Adds a writes app-approval mode that allows declared read-only actions without prompting while still requiring approval for write operations.
  • Enables MCP tool interactive authentication by default — no experimental opt-in required.
  • Usage-limit reset credits now display their type and expiration date, with an interactive picker to choose which credit to redeem.
  • App-server hosts can now supply Codex authentication at runtime and redirect users to a hosted page after successful login.
  • Selecting Ultra reasoning now triggers a warning when high multi-agent concurrency is configured, alerting users to potential rapid usage increases.
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SST OpenCode

Sources Release notes → v1.17.16 NOTES

The open source coding agent.

OpenCode desktop gains inline file browser tabs, a composer add menu, and per-session review panel memory.

└──▷ GET THIS VERSION
$ git clone --branch v1.17.16 https://github.com/sst/opencode.git
# already have the repo? check out this version:
$ git checkout v1.17.16
  • Adds an 'Open containing folder' action for projects on the home screen.
  • New composer add menu lets users attach files, commands, context, and toggle shell mode without losing draft text.
  • Adds a provider setup tip on new sessions when no external providers are connected.
  • Remembers review panel mode and selected file per session.
  • Adds inline file browser tabs for opening and previewing files from the side panel.
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All Hands AI OpenHands

Sources Release notes → 1.11.0 3 RELEASES · 2026-07-09 NOTES STABLE

OpenHands: AI-Driven Development

OpenHands 1.11.0 adds Agent Profiles, a Budgets dashboard, expanded usage monitoring, and email surface visibility.

└──▷ GET THIS VERSION
$ git clone --branch 1.11.0 https://github.com/All-Hands-AI/OpenHands.git
# already have the repo? check out this version:
$ git checkout 1.11.0
└──▷ HOW TO FIND IT
Check whether your SMTP or Resend email integration is active without digging through config files.
📍In the console, go to Settings › Email and verify that the email provider status is shown as enabled.
Monitor team spend and enforce cost limits by reviewing the new Budgets dashboard.
📍In the console, go to Budgets to view configured budget limits and current usage, and to the Usage Dashboard for a breakdown of consumption by user or project.
  • Adds Agent Profiles on the cloud/SaaS backend, enabling enterprise teams to configure and manage distinct agent personas.
  • Introduces a Budgets dashboard and expands the Usage Dashboard for spend tracking and resource monitoring.
  • New budgets and usage monitoring UI surfaces consumption data directly in the product.
  • Surfaces email provider status (SMTP/Resend) so admins can confirm email delivery is enabled.
  • Passes repository metadata to observability traces, enriching trace context for debugging agent runs.
2 more releases in this issue · 2026-07-09
cloud-1.45.0 NOTES STABLE

OpenHands 1.45 adds Agent Profiles, a Budgets dashboard, expanded Usage Dashboard, and email provider status surfacing.

└──▷ GET THIS VERSION
$ git clone --branch cloud-1.45.0 https://github.com/All-Hands-AI/OpenHands.git
# already have the repo? check out this version:
$ git checkout cloud-1.45.0
  • Adds Agent Profiles support on the cloud/SaaS backend, enabling enterprise-level agent configuration management.
  • Introduces a Budgets dashboard for tracking and enforcing spending limits.
  • Expands the Usage Dashboard with additional monitoring metrics and UI.
  • Surfaces email-enabled status for SMTP and Resend email providers in the admin UI.
cloud-1.44.0 NOTES STABLE

OpenHands 1.44.0 adds repository metadata to observability traces for richer debugging context.

└──▷ GET THIS VERSION
$ git clone --branch cloud-1.44.0 https://github.com/All-Hands-AI/OpenHands.git
# already have the repo? check out this version:
$ git checkout cloud-1.44.0
  • Includes repository metadata in observability traces, enabling richer context when debugging agent runs.
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Earendil Works Pi

Sources Release notes → v0.80.6 NOTES

AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI

Pi v0.80.6 adds a max thinking level above xhigh and input-based pricing tiers for accurate long-context cost accounting.

└──▷ GET THIS VERSION
$ git clone --branch v0.80.6 https://github.com/earendil-works/pi.git
# already have the repo? check out this version:
$ git checkout v0.80.6
└──▷ TRY IT
Run the agent at maximum reasoning depth on a complex codebase task where thoroughness matters more than speed.
$ pi --thinking max 'Audit all authentication flows in src/ for privilege escalation paths'
  • Adds max thinking level (above xhigh) for GPT-5.6 and adaptive Claude models, available via --thinking max in the CLI, SDK, RPC, and model selection; custom themes can define thinkingMax.
  • Adds request-wide input-token pricing tiers for accurate long-context cost accounting (e.g. GPT-5.4/5.5/5.6 rates), configurable for custom models via models.json and modelOverrides.
  • Supports ~ (home directory) expansion for the shellPath setting.
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Zed

Sources Release notes → v1.10.1 NOTES

Zed v1.10.1 adds OpenAI GPT 5.6 Sol, Terra, and Luna model support.

└──▷ GET THIS VERSION
$ git clone --branch v1.10.1 https://github.com/zed-industries/zed.git
# already have the repo? check out this version:
$ git checkout v1.10.1
  • Adds support for GPT 5.6 Sol, Terra, and Luna models in the OpenAI integration.
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◆  Local LLM Runtimes

KoboldCpp

Sources Release notes → v1.117.1 NOTES

KoboldCpp v1.117.1 adds full Ollama API compatibility, inline multimodal image insertion, and a 32k default generation limit.

└──▷ GET THIS VERSION
$ git clone --branch v1.117.1 https://github.com/LostRuins/koboldcpp.git
# already have the repo? check out this version:
$ git checkout v1.117.1
  • Adds Ollama-compatible embeddings endpoint, enabling drop-in use with any Ollama-compatible client by pointing it at KoboldCpp's port.
  • Adds Ollama-compatible streaming and tool-calling support — setting the port to 11434 makes KoboldCpp fully compatible with all Ollama-using software out of the box.
  • Multimodal images are now inserted inline in context rather than at the top, improving vision coherence and quality on most models.
  • Adds ability to save and display Image LoRA information when generating an image with a pre-loaded LoRA.
  • Merges stable-diffusion.cpp image generation updates.
+2 moreshow less
  • Adds Group Chat rework in Kobold Lite with multi-character avatar and memory management.
  • Disables llama.cpp UI mic input by default (now toggled in settings).
└──▷ BREAKING ON UPGRADE
  • !The --splitmode row option for CUDA is removed in the next release; users must migrate to tensor split or layer split before upgrading beyond v1.117.1.
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Other / Uncategorized
◆  AI OBSERVABILITY

Arize Phoenix

Sources Release notes → arize-phoenix-v17.23.0 NOTES

Arize Phoenix v17.23.0 adds support for the GPT 5.6 model family.

└──▷ GET THIS VERSION
$ git clone --branch arize-phoenix-v17.23.0 https://github.com/Arize-ai/phoenix.git
# already have the repo? check out this version:
$ git checkout arize-phoenix-v17.23.0
  • Adds support for the GPT 5.6 model family.
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Langfuse

Sources Release notes → v3.210.0 2 RELEASES · 2026-07-09 NOTES STABLE

Langfuse v3.210.0 adds a customizable Home dashboard, trace DAG view switcher, live agent reasoning, and PostHog instrumentation skill.

└──▷ GET THIS VERSION
$ git clone --branch v3.210.0 https://github.com/langfuse/langfuse.git
# already have the repo? check out this version:
$ git checkout v3.210.0
  • Adds a trace graph view mode switcher — toggle between aggregated and expanded as-it-ran DAG views for a trace.
  • Transforms the Home screen into a full dashboard with preset widgets, a curated default layout, and per-project selection.
  • Adds a PostHog instrumentation skill to the in-app agents feature.
  • Shows live reasoning output from the in-app agent as it runs.
  • Allows cloud admins to view organization and project settings pages (RBAC expansion).
1 more release in this issue · 2026-07-09
v3.209.0 NOTES STABLE

Langfuse v3.209.0 revamps the dark theme with surface elevation and semantic status colors, and adds table view preset category chips.

└──▷ GET THIS VERSION
$ git clone --branch v3.209.0 https://github.com/langfuse/langfuse.git
# already have the repo? check out this version:
$ git checkout v3.209.0
  • Adds system table view preset category chips to the web UI for faster filtering and navigation.
  • Revamps the dark theme with surface elevation, text hierarchy, and semantic status colors.
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