detected agent loops · 12:44
Opus 4.8 effort slider
copy-paste MCP config
Burnham wins Makerfield 55%
23-pt swing to Labour
PS5 Pro · 4K at locked 60fps
patch 1.005 Streamline Progression
Undav · 2 goals off the bench
Germany into the knockouts
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// 71,000+ cited moments from 500+ video sessions and 440+ hours of research, climbing every day — every claim cited to the source, nothing invented. Samples below are real, not mockups.
These are the channels and topics that spiked our in-house brief metrics this week: AI · agent loops, explained World · UK politics shake-up Gaming · FF7 Rebirth, what's new World Cup · Germany into the knockouts
71,253
cited moments indexed
513
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440+ hrs
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PULSE. BRIEFS// this week
Agent Loops Clearly Explained▶ 18 min source
Nate Herk · AI Automation
Finally. Agent loops, clearly explained.

A loop is three things: a trigger, an action, and a stop condition. "Loop engineering" just means replacing yourself as the prompter — you design the loop instead of typing prompts to babysit it.

The gist
  • A loop is three parts: trigger, action, stop condition. Name those three and you can build it.
  • Loop engineering = replacing yourself as the prompter; design the loop, don't babysit it.
  • Two things make or break a loop: a clear objective goal (not a vibe) and a concrete way to verify.
✓ every claim cited to the exact-second timestampRead the full brief →

We tossed in 3 more briefs below. These are channels and topics that spiked our in-house brief's metrics this week.

Customize your own brief
World · UK politics

The Makerfield By-Election, Explained

10 min source · TLDR News · 2026-06-19
10 min video30-sec read
  • Andy Burnham won Makerfield 55% to Reform's 35%, a 20-point upset pollsters had pegged at 5-10.
  • The seat is the story: Burnham needed a Commons seat to challenge Starmer for Labour's leadership, and just got one.
  • Reform collapsed on home turf (65% Leave in 2016) via a weak candidate plus tactical Lib Dem and Green voting.
cited · TLDR News · every claim timestamped
Gaming · FF7 Rebirth

FF7 Rebirth: Everything Major Added Since Launch

8 min source · IGN · 2026-06-21
8 min video30-sec read
  • Why now: with the finale FF7 Revelation dated for spring 2027, IGN frames this as the moment to (re)play Rebirth's 100+ hours.
  • PS5 Pro "versatility mode" fixes the launch performance knock: native 4K paired with a locked 60fps.
  • June 2026 patch 1.005 adds toggleable "Streamline Progression" assists; Xbox and Switch 2 versions are incoming.
cited · IGN · 8 chapters indexed
World Cup · Germany

Into the Knockouts: Undav's Last-Minute Winner

16 min source · CBS Sports Golazo · 2026-06-20
16 min video30-sec read
  • Germany beat Ivory Coast 2-1 to reach the knockouts, but the panel was unanimous the display was unconvincing.
  • Halftime sub Deniz Undav scored both goals, the winner in the last minute, after Nagelsmann had to walk back earlier criticism of him.
  • Panel's ceiling: a quarter-final is success, a semi fantastic; weak spots like right back make a title unlikely.
cited · CBS Sports Golazo · every claim timestamped
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