Product updates, engineering insights, and everything new in the world of AI agent infrastructure.
AI agent routing moves events into an agent and returns results to the right system through Connic sync routes and asynchronous outbound connectors.
Compare EU-hosted AI models by location, retention, operator, portability, legal exposure, and deployment model, using a 2026 Commission-requested study.
The EU opened procurement for up to seven AI Gigafactories. The €30B plan may expand EU compute, while pricing, access, and timing remain open.
Deploy a Python AI agent without Kubernetes using YAML, plain Python, deployment-gated tests, Git, and a managed EU runtime. Includes working code.
Connect any MCP coding agent, like Codex, Claude Code, or Cursor, to your Connic project. Debug runs, ship deployments, manage agents without leaving your editor.
Connic environments map git branches to isolated deployments, each with its own secrets, connectors, budgets, and run history, so one agent spec ships safely.
Connic Models with 30 EU-hosted models, Project credit as one prepaid balance, the Marketplace, human-approval testing and lifecycle mocks, retries that do not replay agents, context compression, automatic Bridge routes, A/B confidence mode, and AI Governance for the EU AI Act.
Connic Models unify 30 EU-hosted models from nine creators behind one set of connic/* IDs. Name one in agent YAML: no provider account, no key, no region flag.
The Commission adopted its final Article 50 guidelines on 20 July 2026, thirteen days before the rules apply. Here is what agent teams have to disclose, and when.
OpenAI models escaped a test sandbox and breached Hugging Face in July 2026. What the incident reveals about guardrails and how to secure production AI agents.
Connic compresses older conversation history and oversized tool results, then retries the model call, so long-running agent sessions survive context limits.
Soofi S is a gated preview of Germany's 31.6B open-model project. Its benchmarks, release status, limits, and potential for self-hosted AI agents.
Point a Connic Kafka inbound connector at a topic and every message starts an agent run. Configure the connector, link an agent, deploy, and watch runs.
An MCP connector links an AI app to external tools and data over the Model Context Protocol. Learn how it works and when it beats a custom API integration.
A 2026 shortlist of AI agent platforms grouped by EU residency model, including coverage for traces, storage, and model calls.
The Connic Marketplace is the new home for agent templates, connectors, and retrieval sources. One catalog, one publisher model, one CLI install.
Customizable permission groups, shareable dashboards with access controls, channels and drains for routing notifications and logs, sharper prompt-injection and data-exfiltration guardrails, AI-assisted filtering, and deployments that drain in-flight runs.
Compare webhook, Kafka, SQS, and Postgres LISTEN/NOTIFY as AI agent triggers by delivery guarantees, ordering, replay, latency, and failure behavior.
How DACH teams build, trigger, and run production AI agents in 2026: adoption, model mix, connectors, cost, reliability, and compliance, from Connic customer data.
Compare pre-built AI agent connector platforms, connector types, supported modes, and the delivery guarantees to verify before choosing one.
A practical, step-by-step path to shipping your first production AI agent with a small team: scope one job, define it in config, connect it to your existing systems, and let a runtime handle the rest.
The real cost of assembling your own AI agent stack comes from the integration and maintenance tax between tools. Learn when buying a platform wins.
Run production AI agents in the EU without US hyperscalers: what EU-hosted must really mean, where the US CLOUD Act exposes you, and a sovereignty checklist.
An agent testing framework, deploy gates with pull-request testing, deeper tracing for triggered and child runs, usage and budget dashboards, custom domains for connectors, and per-agent reasoning effort with cascading defaults.
Ranked shortlist of AI agent platforms evaluated on EU data residency, self-hosting, MCP tool support, BYOK, EU AI Act readiness, and SLA terms. Updated July 2026.
At 50,000 monthly runs, Connic cuts modeled full-stack AI agent TCO by 38–47% versus buying and integrating services or building and self-hosting.
A YAML-driven testing framework built for non-deterministic AI agents. Repeated-run pass thresholds, expression-based assertions, custom-code mocking, multimodal fixtures, and a deploy gate that blocks failed checks by default.
Human-in-the-loop approvals, Bridge for custom tools and private services, tool hooks, discoverable tools, AI dashboard builder, custom OpenAI-compatible providers, and live logs from your own code.
Compare 16 AI agent deployment platforms by runtime boundary, language, hosting model, connector ownership, residency, and pricing.
The AI Office, national authorities, and EDPS divide EU AI Act enforcement by system and provider; teams should keep scoped governance and runtime evidence.
How to pause an AI agent before refunds, deletes, or external calls, route the decision to a human, and resume automatically, with a full audit trail.
A/B testing, agent guardrails, API spec tools, dashboard templates with percentile metrics, migration CLI, and more.
Automated agent scoring uses an LLM judge to grade sampled or every matching agent run against criteria you define. Track score trends and alert on regressions.
You changed the prompt and it feels better. Run a controlled experiment to find out whether it is, and let real traffic decide.
Your LangChain prototype works. Now you need it to handle real traffic. Learn how to migrate existing agent code to a production-grade platform without rewriting from scratch.
Shipping AI agents without a security strategy is a liability. A practical checklist covering prompt injection, PII handling, output validation, and the guardrails you need before go-live.
Compare Connic's database, Retrieval, and persistent sessions. Configure identity and TTL, then inspect sanitized events and runs matched to that identity.
Connic Guardrails intercept agent inputs and outputs in real time to block prompt injection, redact PII, and enforce topic restrictions.
Managed database, templates library, evaluation judges, Telegram connector, web page reading, persistent sessions, conditional tools, and concurrency rules.
Connic Bridge creates a secure outbound tunnel so your AI agents can reach private Kafka, databases, and internal services without opening inbound ports.
Custom observability dashboards with drag-and-drop widgets, model pricing for cost tracking, refreshed connector and runs UI, and llms.txt support.
Deploying AI agents without visibility is flying blind. Build custom dashboards, track LLM costs per model, and catch failures before users do.
Your demo works great until you have 1,000 concurrent users. A practical guide to the production requirements most teams find out about too late.
Stripe connector with webhook signature verification, Email connector with IMAP polling and attachment support, plus dashboard UI improvements.
Stop manual uploads and YAML guessing. The Composer SDK adds scaffolding, validation, cloud-backed hot-reload development, and CLI deployments.
We'll just deploy it on Kubernetes. Famous last words. The true cost of self-hosting AI agents versus a managed platform.
Your customers expect AI features, but you don't have ML engineers. Learn how teams ship AI agents using skills they already have.
MCP connector exposing agents as tools, Postgres LISTEN/NOTIFY, S3 file uploads, SQS message queues, connector logs, and unified connector UI.
Build a production RAG agent with scoped retrieval namespaces, read-only permissions, source citations, custom tool wrappers, and regression tests.
10 deployment regions across 5 continents, import predefined tools (trigger_agent, retrieval_query, web_search) in custom Python code.
Full audit logging with before/after diffs, data residency region selection, distributed rate limiting for connectors, and billing cost breakdown.
