Introducing GLM 5.3 on Amazon Bedrock
Amazon Web Services 1 week ago 7
Zhipu AI’s GLM 5.3 model is now available on Amazon Bedrock with fully managed APIs for coding and long-horizon agentic workloads.
AI APIs & Integration
663 summarised stories about AI APIs & Integration, each linking back to the original source. Browse all topics →
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Monday, 5 October 2026
Meet Together Link: A Free CLI That Runs Open Models Like Kimi K3 and GLM 5.3 Inside Claude Code, Codex, and OpenCode
MarkTechPost 1 week ago 47 ● 4 sources
Together AI released Together Link, a free MIT-licensed CLI beta that plugs into existing coding agents to run open models hosted on Together AI. It installs on macOS or Linux with a single command and requires only a Together API key. The CLI adds per-session auto-routing between models like GLM 5.3/GLM 5.3 Flash (and optionally Opus 5.5) so agent users can swap models and track session costs without running a local proxy.
One MCP server used 18,000 tokens before doing anything. Here’s the workaround.
The New Stack 1 week ago 24
Pi initially avoided MCP in its coding agent because MCP servers added large context overhead before the agent did anything useful. Chrome DevTools MCP alone used about 18,000 tokens (roughly 9% of a 200,000-token context window) to load without useful work. Pi later incorporated MCP but kept tools out of the model prompt by using Codemode tool discovery and calling tools from a sandbox, reducing prompt tokens.
Developers are secretly hoping OpenAI fails to ship this month
The New Stack 1 week ago 18
OpenAI’s Codex sprint reported its first shipment, a speed-focused improvement that reduces the chance subscribers get an immediate free usage reset.
OpenAI will start watermarking ChatGPT’s text in the EU
TechCrunch 1 week ago 20 ● 6 sources
OpenAI will add an invisible watermark to ChatGPT and Codex text outputs in the EU to meet the EU AI Act’s transparency rules. The rollout starts over the coming weeks, and OpenAI will let API developers enable it for select models starting today with it off by default. Watermarked text will carry a detectable pattern through copy-paste, while detector reliability can drop if about 10% of words are replaced with synonyms.
Dynatrace’s $915M Arize deal bets AI agents are just another app to monitor
The New Stack 1 week ago 3
Dynatrace completed its $915 million acquisition of Arize on October 1, adding Arize’s tracing and evaluation of AI agents to Dynatrace’s application and infrastructure monitoring offerings. The deal is valued at $915M and removes an independent AI observability vendor that a competitor invested in. As a result, teams can use the combined platform to track AI-agent failures and investigate issues where they occur, while automation is still expected to require human validation before production changes are approved.
Supercharge regulated workloads with Claude Code and Amazon Bedrock
Amazon Web Services 1 week ago 26 ● 16 sources
Amazon Bedrock in AWS GovCloud (US) adds Anthropic Claude Opus 5.5 and Claude Sonnet 5.5 as options for running Claude Code, Anthropic’s agentic coding tool, in regulated environments. The setup supports the us-gov-west-1 region and routes through bedrock-runtime (for Guardrails and invocation logging) or bedrock-mantle (for the Anthropic Messages API) depending on compliance needs. Teams can integrate Claude Code into their development workflows with pinned models, IAM Identity Center governance, and per-user token/cost controls while aligning with GovCloud compliance requirements.
Making Amazon Quick enterprise-ready: Automated, auditable cross-account resource promotion
Amazon Web Services 1 week ago 35
Amazon’s Amazon Quick Resource Migrator automates promotion of Quick resources from development to production AWS accounts by using an idempotent, auditable MCP server on Amazon Bedrock AgentCore. It runs the cross-account “promotion of Amazon Quick resources” in a single tool call for agent, connector, knowledge base, flow, or space selection. Instead of manually rebuilding and re-permissioning resources, the server recreates or updates them in the target, copies permissions, writes versioned S3 backups before updates, and can preview changes for dry-run approvals.
Agentic retrieval with LangChain and Amazon Bedrock Knowledge Bases
Amazon Web Services 1 week ago 18
LangChain support for Amazon Bedrock Managed Knowledge Bases showed that single-shot retrieval can return topically relevant chunks that still omit evidence needed for multi-part comparative questions. With numberOfResults set to 5 for a question containing 6 sub-intents, it covered 4 of 6, while setting it to 10 covered all 6 but with duplicated and unused coverage. Using Bedrock’s agentic retrieval adds a planning loop that breaks the query into sub-queries, checks whether it has enough evidence, and runs additional searches when it does not.
Evaluating multi-agent systems for explainability and helpfulness with Amazon Bedrock AgentCore
Amazon Web Services 1 week ago 41
Amazon Bedrock AgentCore Evaluations was introduced to measure multi-agent systems for helpfulness, task success, instruction following, and explainability beyond just response quality. It supports on-demand and online modes, with online sampling set as a range example of 1–10% of production traces. This enables teams to score agent behavior across accuracy, business-validity checks, and separate explainability signals during development and continuous production monitoring.
Vresk
Product Hunt 1 week ago 20
Vresk launched as an AI workspace that lets users work across multiple open models and automatically select the best model per task. The service is $20 per month flat and includes a free trial. Users can switch models without restarting because their notes, history, and memory carry over in the same workspace.
Scumble
Product Hunt 1 week ago 37
Scumble launched as a free, open-source desktop editor for AI inpainting that lets you select part of an image and generate a new color-matched layer.
Review
Product Hunt 1 week ago 21 ● 2 sources
A Git code review desktop app launched today for reviewing Git branches and GitHub pull requests with line comments held private until publishing. It adds AI reviewers you can connect to using OpenAI, Anthropic, Gemini, OpenRouter, or local via Ollama. Reviews can be split across multiple models so you can see which rules each one checked and retry only the missed items.
Vincentt
Product Hunt 1 week ago 36
Vincentt launched on Product Hunt as a tool to build and launch web camera experiences using a coding agent with an open SDK. The listing says it supports Claude Code or Codex. As a result, users can preview live on their phone and publish a shareable link without app stores or headsets.
Together Link
Product Hunt 1 week ago 30 ● 4 sources
Together Link was launched as a tool that connects coding agents to open models on Together AI. It launched as version 5.0. It lets developers keep existing tools and workflows while aiming to reduce model costs.
Postquel
Product Hunt 1 week ago 14
Postquel is a fast, native PostgreSQL client for macOS that includes an AI assistant connected to your existing Claude Code, Codex, or Cursor account. It is free and open source, and it can only read your real schema while suggested changes wait for your dry-run approval. The result is that database changes are proposed with AI but applied only after you confirm them.
iphone-use
Product Hunt 1 week ago 39 ● 2 sources
iphone-use launched a system where an AI agent controls a real iPhone by reading the screen as text and performing taps, typing, scrolling, and other actions via WebDriverAgent. It includes a 21-tool MCP server for Claude Code. As a result, automation can replay completed tasks as flows without repeatedly involving a model, while unsupported actions return an “unknown” status and some blocked apps show wireframes instead of screenshots.
Plugins Radar
Product Hunt 1 week ago 42
Plugins Radar tracks the ChatGPT plugin directory to rank and compare plugins across 192 common searches, and lets users monitor competitors and receive email updates. It supports looking up 5,000+ plugins. As a result, plugin makers can identify where their listings rank, which rivals they overlap with, and which searches they miss.
FinderGit
Product Hunt 1 week ago 11
FinderGit launched a second release of its native Mac Git file browser that lets you browse repo branches, status, and changes in one window.
Pandektes lands €13.5M Series A led by Alstin to build Europe’s legal data infrastructure
Tech Funding News 1 week ago 46
Pandektes raised a €13.5 million Series A to build legal data infrastructure for cross-border legal research and to license its structured data to legal AI developers. The round was led by Alstin Capital. The funding will be used to expand into Europe and North America, grow the team, and provide more data access to external developers via an API, with an API waitlist tracking demand.
OrgComputers
Product Hunt 1 week ago 32
OrgComputers launched as a shared workspace for AI agents that brings projects, context, and tools together for use with Claude Code, Cursor, and Codex. The listing shows 9 followers. It changes how teams organize and reuse their existing knowledge when running AI coding tools.
Together Link: open models in the harness you already use. Start with one command today.
Together AI 1 week ago 39 ● 4 sources
Together AI introduced Together Link, which lets teams run open models inside existing coding-agent tools and switch back with one command. It claims over 50% lower spend for the same agent and workflow. Open models are now available through Together’s serverless inference using the customer’s existing Together API key, with billing on pay-as-you-go or credits.