Posts tagged with #agents
HyperCV is now Next Role — and it's no longer just a CV tool
Same product, sharper name, much bigger surface. Next Role is the headless engine behind 'find me my next role' — a Pro API and MCP integration that any agent can call in one line.
Read moreUK AI Radar: An Agentic Radar Over Government Surface Area
UK AI founders have no single personalised feed across gov.uk, UKRI and Parliament. The newsletter ecosystem is generic; gov.uk is exhaustive but undirected. UK AI Radar is a POC for the missing layer — a multi-persona agent pipeline that produces a weekly action brief, every claim cited.
Read moreMCP Usage Pattern: Exposing a Vertical SaaS Agent Service Over MCP
A worked example: how the multi-tenancy patterns survive the move from an in-product chat surface to an MCP surface — without changing anything in the agent service itself. Same tools, same authz, same audit. New transport.
Read moreHyperCV's Source-of-Truth Resolver: Find the Real Job Post, Not the Board Echo
Job boards are echoes. The real post lives on the employer's careers page — fresher, richer, and with a direct apply link that skips the ATS noise. Here's how HyperCV resolves it agentically.
Read moreWhen Agents Edit Video, the Timeline Becomes the Interface
HyperVideoMesh is a public PoC for applying agent systems to video editing: director plans, typed commands, Remotion preview, and inspectable timeline state.
Read moreAgents vs Automation: Drawing the Right Boundary
Agents and automation aren't competing solutions to the same problem. Automation is the substrate agents act on; agents are an orchestration layer for ambiguity. Get the boundary wrong and you ship either a slow LLM monoculture or a brittle pipeline that fails at the soft edges.
Read moreMulti-Tenant Agent Architecture: A Reference Specification
Agent frameworks matured fast in 2025. Almost none of them were designed for multi-tenancy — the shape of every production B2B SaaS. A reference architecture and small vocabulary for agents that live inside real products.
Read moreSOAR Capabilities: When AI Agents Defend Themselves — and the Case for Hydra
Legacy SOAR is dead. Agentic AI SOC platforms — where LLM-driven agents reason through security scenarios dynamically — are the replacement. In DeFi, where $1.7B was lost to exploits in 2025, autonomous security agents are not optional. This is the final article in our series: we add the Guardian to Hydra and present the full open-source architecture.
Read moreHydra Article 8: Production Resilience — Making the Mesh Fail Loudly, Not Silently
A multi-agent system managing real money cannot fail silently. This article hardens every Hydra node with structured logging, typed error propagation, and tenacity retry — then solves six non-obvious ClickHouse configuration issues that prevent LangFuse 3.x from starting on macOS Docker Desktop.
Read moreCompounding Agent Swarms: Multi-Agent Architectures That Scale Without Breaking the Bank
68% of new DeFi protocols in Q1 2026 include at least one autonomous AI agent. The protocol stack (MCP + A2A) is standardized. Multi-agent systems cost 4.8x more than single agents. Here is how to build a compounding swarm that gets smarter over time — and how OpenRouter + LangGraph model routing prevents that cost multiplier from bankrupting you.
Read moreNew Industries AI Is Creating (Beyond “AI Native” Apps)
AI isn’t just improving old industries—it’s spawning new ones. From agent infrastructure to AI-native roles and trust layers.
Read more