Trace voice agents span-by-span with live audio playable inline
Trace voice agents and inspect each individual span, with live audio playable directly from the trace.
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Trace voice agents and inspect each individual span, with live audio playable directly from the trace.
Jesse recommends eating lean protein like chicken, fish, or beef daily when building muscle is the goal. He states that some protein in your diet is going to have to be there, calling it an inescapable truth.
In the demo, to store a conversation for later resumption, you tell the agent you want to store it in a named data pack (e.g., 'the early access launch'). The MCP server calls Datapack Create because it's connected to the tool and a skill tells it what to do; you can decide how often the agent calls the memory tool or have it do so judiciously. The agent stores the incident fact as a searchable memory with a 'memory add' call, after which the data pack is retrievable in future sessions. To resume, kill the old session, open a brand-new chat window (not inside a project), and ask the same question — the agent searches memory and resumes. In the first attempt the agent tried to search first instead of creating a new conversation; the MCP server instructed it to create a new conversation so a
Feed the generated bug task into an LLM using either ragsearch or agentic search to locate buggy logic; use the Claude Code harness for both arms to keep the experiment consistent, since Claude Code uses agentic search by default.
To build the eval dataset, Jess's team used Microsoft's open-source TypeScript-Go repo and found all merged PRs with 'Fix' in the title — about 20 different PRs. They checked out the parent commit of each fix PR, i.e., the commit where the bug still exists in the code, to create buggy-code tasks. They used Claude to generate a bug task or a Linear task based on the diff between the buggy code and the fixed code, then fed the generated task into an LLM and had that LLM use either ragsearch (vector search) or agentic search to locate where the buggy logic lives in the codebase.
Armand walks through a six-message sequence in two chunks. It starts with a LinkedIn connection (which quickly filters out people who no longer work at the company), a cold call task two days later, LinkedIn messages used as bubble-ups that drive back to the email rather than a separate pitch, a case study bump email after the second cold call, and a formal breakup email asking whether to reach back out in 30 days. Outreach clusters of multiple touches in a short period are used to drive replies, with waits of two and four days between clusters.
Armand presents the cold email framework currently used at 30MPC: notice something about the prospect's team, state the problem in enablement, offer the solution, and close with a simple call to action. He shares a worked example email ('your team is full of 30 MPC super fans...') and says a basic four-sentence email like this got their sequences to double-digit reply rates.
Open the Monday morning meeting by screaming 'good morning' with obnoxious energy to set the tone, then deliver 'Mondo's mic drop' (the week's focus), then review manager metrics. If asking reps to pick up the phone and get their ass kicked, show them you are obnoxiously excited to be there too.
anecdotal
In the 2026 mockup workflow, Sarah would copy and paste the link to the Slack message and say: 'Please use Century Data Dog, find the root cause, create a draft PR. Make no mistakes.'
hypothetical mockup, not a live demo
One round consists of 10 kettlebell swings per side, 10 suitcase marches per side, 10 kettlebell cleans per side, then 10 suitcase marches per side again, repeated within the five-minute window.
To address lordosis, increase both flexion and extension ranges. Perform a single-leg stretch (straighten leg until spine stretches) and an abs stretch (flex cheeks, lift out/up). Alternate for three sets of 30 seconds.
To address kyphosis, perform wall angels (10 reps) and a table lat stretch (30 seconds). Alternate between these active and passive stretches for at least three sets.
Specialize agents for hyper-niche demographics (e.g., single mothers with children under 3) to create 'mind-reading' utility that generalists cannot match.
high
When entering new markets, 'swarm' the location with events and deep dives into the local talent landscape. Build strong founding teams in new locations to create a referral flywheel for hiring.
high
A practical workflow for robotics involves taking casual videos or images of a space, using Atlas to reconstruct it, staging interactions in simulation, and then fine-tuning a pre-trained robotics foundation model. This can be done in about five minutes with just five photos.
Rob Walling recommends a structured process for selecting startup ideas after an exit: create a spreadsheet scoring ideas on meaning, impact, personal enjoyment, and likelihood of success (1-10 each) to filter from many ideas down to a smaller set. Use the spreadsheet to filter out ideas that don't fit, not to pick the winner. Combine internal gut instinct with external feedback from trusted advisors, friends, mastermind groups, or a coach. Ask trusted friends to help evaluate which idea is a fit for you personally, not to evaluate the ideas themselves. For major decisions, go on a solo founder retreat for 2-3 days to think through options quietly, narrowing to top three or five before consulting others.
Perform the solar twist: swing down, pivot off the back foot, sweep past the knee, reach as far as possible, then come up and open up with arms overhead, twisting and rotating. Do 10 repetitions. Keep the arms dissociated from the hips to maximize spinal rotation.
Perform the chimp squat: stand with feet wider than shoulder-width, perform a sumo squat, shift weight to one side, make hand contact with the ground, lean into the lead foot, then return to center and repeat on the other side. Do 5 reps to each side, trying to get deeper each time.
Perform the Clark Kent exercise: get in position with elbows in contact with the ground, hands across chest, then open the arms like opening a shirt. Keep your head down, lift until your back is off the ground, open your hands as far as you can to engage the rotator cuff, then reverse. Do 10 repetitions. Do not worry about lifting your pelvis; it stays in contact with the ground.
Perform the tracker pushup: come down to the ground, make cheek contact with the ground, drive the opposite knee up at the same time, then slide knee back and push up. Do 10 reps, 5 to each side. If you cannot do a pushup from your toes, drop down to your knees and perform it from there.
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