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A Strands Agents graph that turns Japanese administrative notices into a bilingual checklist, counter-question card, calendar file, and cited official evidence - with human approval built in.
A quarantine + policy boundary for enterprise agent fleets: Gemini 3.5 reads hostile content in a zero-tool room; only code decides what privileged tools may do.
Auto-tune llama.cpp for your Arm64 cloud instance — because the fastest quant format depends on the hardware, not the model.
Human-reviewed provenance for AI-generated media: Genblaze generation, content-addressed storage on Backblaze B2, and hash-bound human approval with an independently verifiable trust bundle.
Agent memory on CockroachDB that provably changes actions
Pair move-in and move-out photos, let GPT-5.6 point at what changed, and export a timestamped evidence PDF. No Platform API key needed.
Give DataHub a memory of past incidents: the agent surfaces an upstream candidate through MCP, writes it back, and recalls it instantly on recurrence.
The one bot in Slack that disagrees with you — it catches premature consensus and red-teams the decision with evidence before your team commits.
A graph-based associative memory engine for AI agents — featuring Hebbian learning, spreading activation, and sleep consolidation. Powered by Qwen Cloud.
Autonomous web3.py v6 → v7 PRs on GitLab, via the official GitLab Duo MCP server.
LLM agent over Splunk MCP Server. Queries Splunk for context on alert fire, emits structured JSON triage card with explicit confidence and uncertainty flags.
Devvit app: a 4-line LLM mod note (TONE/KEY POINTS/RED FLAGS/SUGGESTED ACTION) lands in every ban-appeal modmail. onModMail trigger + Gemini-2.5-Flash.
Fallback chain + circuit breaker + retry on top of the TrueFoundry AI Gateway. The agent survives MCP errors, LLM brownouts — even the gateway itself going down.
A multilingual MCP server: patients write in their own language, clinicians get a structured FHIR record + SOAP brief, and replies translate back.
