MirrorNeuron blog
Workflow Is Becoming the Software: A Survey of Today’s AI Agent Workflow Stack
AI agents are pushing software away from static scripts and toward adaptive, stateful workflows. This survey maps the research roots, the current solution landscape, and the open problems that still separate demos from dependable production systems.
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13 articles
Context Engineering Is Working Memory Design for AI Agents
The LLM is the accelerator, the agent runtime is the operating system, and context is the working memory layer. Reliable agents need memory management, not just longer prompts.
Workflow Is the New User Interface
The most important interface in AI software may no longer be the chat box, but the workflow itself.
Why We Built MirrorNeuron: Making AI Workflows a First-Class Runtime
AI is not missing better models—it’s missing a reliable runtime. MirrorNeuron is built to make workflows the software, for everyone.
Software Is Becoming Continuous
AI is pushing software away from one-time requests and toward long-lived processes that keep working.
From Prompts to Blueprints
The future of AI software is not hidden in giant prompt files. It is expressed as reusable workflow structure.
The Runtime Is the Product
In AI systems, the most important product decision may be the execution model users never used to think about.
Why AI Workflows Should Run on Your Laptop Too
Serious AI software should not require a platform team before it becomes useful.
The Case for Human Checkpoints
Automation becomes more valuable, not less, when humans can re-enter the workflow cleanly.
Why Verification Will Matter in Agent Workflows
As AI workflows touch more of the real world, correctness stops being optional.
AI Demos Fail for a Boring Reason: Recovery
The unsexy reason agents disappoint in production is that they cannot fail gracefully and keep going.