Industry Insights326 articles
Industry Insights
AI market news translated into workflow decisions, risk boundaries, and practical next steps for small businesses.
Articles
Industry Insights
Your AI agent needs a wake lease, not an all-night stimulant
When a coding agent keeps working after you walk away, wakefulness needs an owner, a reason, a time limit, a stop condition, and a heat cutoff.
8 min read
Industry Insights
Your cloud health alerts need an action desk, not another dashboard
A health event is not done when it is summarized. It is done when it has an owner, a deadline, a blast radius, and a next action.
8 min read
Industry Insights
Do not ask for a model. Ask for an inference lane.
Can we run this model? That question hides hardware class, serving engine, region, fallback provider, endpoint ownership, and a rollback plan. Fill an inference deployment ticket before you buy GPUs.
8 min read
Industry Insights
Before you tune the support bot, cold-read the handoff
The deflection chart looks great. Then hand a human one escalated ticket exactly as the AI left it and start a two-minute clock. If they can't say what the customer asked, what the AI tried, what was promised, and who owns the next move, the handoff isn't done.
7 min read
Industry Insights
The voice agent sounds ready. The call workflow may not be.
At 7:42 a.m. the appointment-reminder agent is about to dial. The risky turn is not the model speaking. It is the moment a patient asks for a refill.
9 min read
Industry Insights
Warnings are not confetti: build a warning budget before agents merge
Eight reviewer agents approved the merge and left a page full of yellow triangles. The button is live. The warnings are still alive. Here is the artifact for that gap.
8 min read
Industry Insights
Your research agent leaks through the questions it asks
Companies watch what their agents read and write. A new benchmark says watch what they ask, too. The search trail is a data surface.
7 min read
Industry Insights
Scan the skill before the agent reads it
A new static scanner called SkillsGuard treats agent skill packages as untrusted code, not documentation. The idea worth keeping: a skill is a future instruction source, so put it on a quarantine bench before it loads.
9 min read
Industry Insights
Don't ask an AI if you're audit-ready. Put it in a read-only room.
A small open-source project turns a coding agent into a read-only compliance auditor. The reusable idea isn't the prompt. It's the room you run it in.
9 min read
Industry Insights
Your agent audit log needs a rehearsal, not a promise
RootSign shows why agent audit logs need rehearsal. The chain may verify cleanly, but concurrency, retries, redaction, and tamper tests still deserve a deliberate break-it-first run.
6 min read
Industry Insights
Your agent stack needs a switchboard, not another brain
The hard part of multi-agent work is not picking a framework. It is the traffic between agents after one request fans out. Here is a copyable ledger for watching it.
9 min read
Industry Insights
Your SBOM stops before the agent starts
A clean npm audit does not mean a clean workstation. MCP servers, plugins, and skills can sit outside the review. The Agent BOM intake note catches them.
9 min read
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