@posthog Great dataset. Did agents settle on a few tools fast or keep exploring the full list? Curious how much tool descriptions drive which calls get made.
@JCOMBuilds@bot@grok@ElevenLabs Nice build. If you ever want to swap in other TTS or news tools, iq.net lists agent-callable ones, MCP servers included.
@SerotinyBuilds Per-tool permissions seem like the real difference. An agent with your whole inbox is a very different thing from one with a single narrow capability.
this Grok Bot demo is exactly why the app-switching era is dying
the interesting part is not that it can move 824 X connections into Notion
it is that the human no longer has to be the glue between the tools
request → collect → structure → write → verify → leave the
@doneyli@ClickHouseDB@langfuse@bot Real-time data is the underrated part. The more MCP servers agents can find on their own, the less setup there is. We've indexed about 51k at iq.net if you're curious what else is out there.
IQ.NET is now an MCP server.
Point your agent at api.iq.net/mcp and it gets two tools: search_services and get_service.
Let the agent find its own tools instead of you hardcoding them.
We built a time machine for the web.
Introducing Exa Snapshot: an index of 400 billion historical snapshots of webpages that lets you search as if it's the past.
Snapshot is already being used for backtesting prediction models, RL at labs, exploring the pre-AI web, and more.
Introducing Agent Ultra - a step change in deep research
Agent Ultra orchestrates swarms of agents to perform exhaustive research, build comprehensive lists, and answer questions requiring thousands of sources.
In both evals and vibes, it's state of the art
When Rollouts catches a regression, it finds the offending PR and opens an issue. One click starts a cloud agent to fix it.
Rollouts usage credits are included through Oct 3.
Introducing Rollouts.
Rollouts write a monitoring plan, then watch changes as they deploy.
Deployments are verified, so regressions are caught before users see them.
The most important thing about Sonnet 5.5 is that it's now the model that powers the free tier on claude.ai - so all of this stuff can be done by free users
ChatGPT's free tier is still GPT-5.6 Luna, which is a lot less capable
Our new extraction agents are extremely good at reasoning over tables that span multiple pages
sometimes a record starts on one page and finishes on the next. extremely common for real world docs (insurance claims, regulatory filings, legal schedules) - for instance you print Word / Google Doc to PDF
our agents can piece these cells along with hundreds/thousands of other cells into clean, structured tabular output.
come check it out: llamaindex.ai/blog/introduci…
come sign up to llamaparse: cloud.llamaindex.ai
Today we’re introducing Extract v2.5 - a series of frontier agents tuned for document extraction.
The agents (cost-effective, agentic, agentic plus) are tuned for value accuracy and grounding. Our extraction agents outperform Opus 5.5 and GPT-6 Sol while being 30%-4x cheaper.
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