· 5 min read
The Agent Herd Problem: When 1,000 AI Agents Agree
Multi-agent systems don't fail loudly — they agree quietly and confidently. Here's why agentic workflows drift into false consensus, and how to design dissent back in.
All#ai#ai-agents#ai-productivity#applied-ai#automation#calendar#context-switching#deep-work#documents#email#engineering#engineering-leadership#invisible-ai#knowledge-work#llm-evaluation#product-updates#productivity#prompt-engineering#remote-work#search#security#spreadsheets#startups#storage#tamaton#unified-workspace#workflow#workflows
· 5 min read
Prompt Injection Lives in Your Attachments, Not Your Chat
The real attack surface for AI agents isn't a clever chat jailbreak — it's the forwarded email, shared sheet, or PDF your agent reads with your permissions.
· 4 min read
Build a Custom Agent in Tamaton: Inbox Triage in 20 Minutes
A build log for one real Tamaton custom agent that triages the inbox, checks the calendar and docs, drafts replies, and files attachments — plus the three failure modes we fixed.
· 5 min read
The Inbox Is the Real Agent Benchmark
Coding demos are graded by a test suite. Email is graded by your boss, your customer, and your calendar. Here's why the inbox is the hardest honest test of an AI agent.
· 5 min read
AI Agents Now Need Identity: Credentials for Non-Humans
AI agents aren't human users or dumb service accounts — they're a third identity class. Here's how to issue agent credentials and scope permissions before your inbox pays for it.
· 5 min read
Your Inbox Is the Best RAG Corpus You Already Own
Email is a timestamped, attributed archive of how your org actually decides things. Here's how to make it a retrieval corpus without leaking data or resurfacing stale threads.
· 5 min read
Designing an Inbox an Agent Can Actually Read
Email was built for eyeballs, so agents waste context untangling HTML soup and quoted replies. Here's what an inbox designed for machines looks like — and why the human UI should be just one renderer.
· 5 min read
Give Your Tamaton Agent a Job Description, Not a Prompt
Stop writing clever prompts and start writing employment contracts. A concrete walkthrough of scoping a Tamaton custom agent with permissions, escalation thresholds, and an audit trail.
· 5 min read
Your Inbox Is a Database. Query It Like One.
Email isn't a list of messages — it's an unindexed database you never designed. Here's how to query it in natural language without hallucinating your way into a bad reply.
· 5 min read
Your Inbox Is the Best RAG Corpus You Already Own
Email, calendar, and file storage are already chunked, timestamped, and permission-aware. Treating them as your retrieval corpus beats dumping documents into a vector database.
· 5 min read
How Tamaton Agents Finish Multi-Step Tasks Without Losing the Thread
A concrete walkthrough of building a Tamaton agent that triages inbox, drafts replies with real context, and books follow-ups — with a human holding the approval button.
· 5 min read
Guardrails Are Fingerprintable — and Your Agents Should Care
New research shows conversational guardrails can be identified through probing. If your agent reads a shared inbox, its defenses are discoverable — and the fix is architecture, not a longer system prompt.
Page 1 of 7Older →
Get started
Reserve your @tamaton.ai email
Claim your address before someone else does — free to start, with an AI-native inbox built in.