Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Oh My God! X has come out with a new algorithm in the past few days in 2026. No wonder...

Oh My God! X has come out with a new algorithm in the past few days in 2026. No wonder my traffic is so low, Shet! Everyone must take a look at the new regulations in 2026: Janu...

January 10, 2026 · 2 min read

Oh My God! X has come out with a new algorithm in the past few days in 2026. No wonder...
Figure 1 / source image

Oh My God! X has come out with a new algorithm in the past few days in

  • No wonder my traffic is so low, Shet! Everyone must take a look at the new regulations in 2026: January 2026: Further fine-tuning, giving priority to pushing "informational/entertaining" content, reducing "negative/regret time" (maximizing unregretted user-seconds), that is, reducing the push weight of purely angry/controversial content. Exposure relies more on quality than the number of fans: If sharing/event promotion has multiple links and low early interaction, it is easy to be judged as "low retention value" by Grok, resulting in continued low views. - Negative/repeated topics will be downgraded: purely promotional or controversial posts (even if related to AI) may be "soft-limited" by the algorithm. - Positive signals: Original in-depth analysis, questions/polls, video/picture threads, and content that encourages real responses are more likely to be promoted. - User observation: Many creators reported that views fluctuated greatly in early 2026, with some declining (many links/inactive) and some rebounding (switching to high-interaction formats). Practical suggestions for adapting to the 2026 algorithm
  • Prioritize no-link/low-link content: the main post is purely value sharing, and the link is placed at the end of the thread or in the picture.
  • Improve early interaction: quickly reply to comments after posting, end with questions/votes, and aim for 5+ real interactions in the first hour.
  • Adjust the content direction: mix entertainment/informational content (such as interesting AI cases, personal stories) and reduce pure tool promotion.
  • Use Grok to be friendly: In the future, you may directly ask Grok to "adjust my feed", but for now, you are focusing on high-quality originals.
  • Monitoring and testing: Use X Analytics to look at impressions trends and try different formats for 1-2 weeks to observe the rebound.

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverscoverscoverssignalssignalssignalsFORMATlongform noteTOPICtechnical distributionTOPICretrievalTOPICtoolingCAPABILITYdeveloper toolingCAPABILITYevaluationCAPABILITYtechnical distribution
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-technical-distribution["technical distribution"]
  topic-retrieval["retrieval"]
  topic-tooling["tooling"]
  capability-developer-tooling["developer tooling"]
  capability-evaluation["evaluation"]
  capability-technical-distribution["technical distribution"]
  format-long_post -->|covers| topic-technical-distribution
  format-long_post -->|covers| topic-retrieval
  format-long_post -->|covers| topic-tooling
  format-long_post -->|signals| capability-developer-tooling
  format-long_post -->|signals| capability-evaluation
  format-long_post -->|signals| capability-technical-distribution

Visual structure

Essay structure map

Built from summary and key paragraph positions

Oh My God! X has come out with a new algorithm in the past few days in 2026. No wonde...THESISOh My God! X has comeout with a newalgorithm in the pastfew days in 2026. NoSIGNALOh My God! X has comeout with a newalgorithm in the pastfew days inOPERATOR2. Improve earlyinteraction: quicklyreply to commentsafter posting, endIMPLICATION5. Monitoring andtesting: Use XAnalytics to look atimpressions trends and
Mermaid outline
flowchart LR
  thesis["Oh My God! X has come out with a new algorithm in the past few days in 2026. No wonder my traffic is so low..."]
  signal["Oh My God! X has come out with a new algorithm in the past few days in"]
  operator["2. Improve early interaction: quickly reply to comments after posting, end with questions/votes, and aim fo..."]
  implication["5. Monitoring and testing: Use X Analytics to look at impressions trends and try different formats for 1-2..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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