Company memory should update when a correction happens
PromptQL treats a human correction as a candidate shared rule instead of a fix that dies with the current session.
source-linked1
Raw Signals
Dated, source-linked observations imported from the QWG AI archive.
These are evidence records, not finished editorial conclusions.
Key takeaway
Across 1332 observations, most signals relate to model behavior, evaluation discipline, and real-world agent operations. Strong evidence clusters around tooling, memory, routing, and productized agent execution.
agentscoding agentsagent harnessagent runtimemodelsagent protocols
What this means
Teams are moving from experiments to systems. The emphasis is on verifiable behavior, operational safety, and measurable outcomes—especially in agent memory, evaluation rigor, and forward-deployed engineering.
Filters (current page)
1-10 of 10 matching raw signals on this page
tg-2703 structuralfield-report
source-linked151511074500862 incrementalfield-reportFactory: Our CTO @EnoReyes sat down with Harrison Chase to talk models, harnesses, and what it actually...
A public X post from Factory as a public source in its own right flags Our CTO @EnoReyes sat down with Harrison Chase to talk models, harnesses, and what it actually takes to build a software factory.
source-linked187131360018870 notableoperating-modelFirecrawl: You can now use Firecrawl for free on @OpenClaw 🦞 Agents can search the live web, scrape any p...
A public X post from Firecrawl as a public source in its own right flags You can now use Firecrawl for free on @OpenClaw 🦞 Agents can search the live web, scrape any page, interact with dynamic sites, and parse PDFs into clean markdown - no setup or AP...
source-linked160597207871748 structuralreleaseGrok: Create your first automation at or in the Grok app on iOS and Android.
A public X post from Grok with a linked primary source flags Create your first automation at or in the Grok app on iOS and Android. Scheduled automations are available to everyone; email triggers are included with SuperGrok.
source-linked211606810251277 structuraltoolLetta: Office Hours are today!
A public X post from Letta with a linked primary source flags Office Hours are today! Come join the livestream at 11:30am Pacific. New stuff: - Cloud sandboxes are now persistent -- one per agent - GitHub integration -- clone repositories in...
source-linked2tg-2705 structuralfield-reportMonogram turns the model answer into an interface
Monogram presents maps, controls, cards, and other task-specific UI instead of forcing every result into chat text.
source-linked1tg-2708 structuralfield-reportOpenCode makes the model a swappable dependency
OpenCode keeps rules, skills, permissions, sessions, and tools stable while the underlying model changes.
source-inspected499508223005040 notablereleaseOpenCode: there's a lot of excitement around Kimi K3 so we are making it available immediately to OpenCo...
A public X post from OpenCode as a public source in its own right flags there's a lot of excitement around Kimi K3 so we are making it available immediately to OpenCode Go users we have not yet been able to negotiate a discount yet so it will currentl...
source-linked1tg-2709 structuralfield-reportVerification capacity becomes the coding-agent bottleneck
Coding agents can parallelize implementation faster than engineering teams can expand review judgment.
source-inspected4tg-2702 notablefield-reportWork agents are used for operations and artifacts
Anthropic's Cowork study finds that business operations and content creation dominate real workplace agent sessions.
source-inspected1
No raw signals match these filters.
Source & exports
Primary indexes and programmatic access to this dataset.
Archive contractEnglish normalized copy, Telegram provenance, public sources only