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{"created_at":"2026-04-07T23:23:54.391414+00:00","dedupe_key":"signal_enriched:discovery_crypto_extremes_delta:5a043e7bee152bb5","evidence_event_ids":["evt_5baf707aacc5"],"signal_type":"discovery_crypto_extremes_delta","source":"discovery_ingestor","value":{"aggregator_url":"https://decrypt.co/363440/devs-claude-talk-like-caveman-cut-costs-work-better","as_of":"2026-04-07T23:23:54.391414+00:00","canonical_url":"https://decrypt.co/363440/devs-claude-talk-like-caveman-cut-costs-work-better","enrichment":{"aggregator_url":"https://decrypt.co/363440/devs-claude-talk-like-caveman-cut-costs-work-better","article_chars":4958,"article_truncated":false,"blocked_reason":null,"candidate_id":"sc_b751ae230e8e6966","canonical_host":"decrypt.co","canonical_is_aggregator":false,"canonical_url":"https://decrypt.co/363440/devs-claude-talk-like-caveman-cut-costs-work-better","content_type":"text/html; charset=utf-8","enriched_at":"2026-04-08T00:55:44.922546+00:00","extraction_method":"heuristic","fetched_description":"A Reddit post claiming 75% output token savings sparked 400 comments and multiple GitHub repos dedicated to making AI grunt its way to efficiency.","fetched_title":"Devs Are Making Claude Talk Like a Caveman to Cut Costs\u2014And It Works - Decrypt","final_url":"https://decrypt.co/363440/devs-claude-talk-like-caveman-cut-costs-work-better","html_truncated":true,"paywall_likely":false,"publisher_domain":"decrypt.co","publisher_resolution":"canonical_url","requested_url":"https://decrypt.co/363440/devs-claude-talk-like-caveman-cut-costs-work-better","source_event_id":"evt_5baf707aacc5","source_quality":"high","status_code":200,"version":"signal_enrichment_v2"},"fp":"224f9619ae63ffe4","kind":"crypto_extremes","published_at":"2026-04-07T13:01:02+00:00","publisher_domain":"decrypt.co","signal_understanding":{"analysis_basis":"article","claim_confidence":0.55,"dates_mentioned":[],"entities":[{"asset_class":"other","name":"Claude","relevance":"central to the claim","symbol":"","type":"AI model"},{"asset_class":"other","name":"Reddit post","relevance":"source of the 75% token-savings claim","symbol":"","type":"social post"},{"asset_class":"other","name":"GitHub repos","relevance":"reported follow-on activity implementing similar ideas","symbol":"","type":"code repositories"}],"event_type":"other","information_gaps":["No direct excerpt or link to the Reddit post is provided in the cleaned text, so the exact wording and methodology behind the \u201c75% output token savings\u201d claim cannot be verified here.","No details are provided on how \u201ccaveman\u201d prompting is implemented, what tasks were tested, or whether savings are measured consistently across scenarios.","The cleaned text includes a large list of crypto prices, but it does not connect those price figures to the Claude/caveman token-savings claim; the relationship (if any) is not stated.","No GitHub repo names/links or specific technical changes are included in the provided text."],"key_facts":["The signal headline states that developers are making Claude talk like a caveman to cut costs and that it works.","The source summary says a Reddit post sparked 400 comments.","The source summary claims the Reddit post reported 75% output token savings.","The source summary says multiple GitHub repos were created to make AI \u201cgrunt\u201d its way to efficiency."],"numeric_claims":[{"label":"Output token savings","value":"75% (claimed)"}],"primary_claim":"A Reddit post claims that making Claude talk like a caveman reduces output tokens by 75%, and that this approach \u201cworks.\u201d","relevance_score":0.55,"sentiment":"mixed","source_quality":"high","summary":"A Reddit post claims developers are modifying Claude to speak like a caveman to reduce inference costs, and that this yields a reported 75% output token savings. The post reportedly drew heavy engagement and led to multiple GitHub repos focused on similar efficiency tweaks.","topics":["AI cost reduction","token savings","prompting/behavior modification","Claude","developer community","GitHub projects"]},"source":"Decrypt RSS","source_domain":"decrypt.co","summary":"A Reddit post claiming 75% output token savings sparked 400 comments and multiple GitHub repos dedicated to making AI grunt its way to efficiency.","tickers":[],"title":"Devs Are Making Claude Talk Like a Caveman to Cut Costs\u2014And It Works","url":"https://decrypt.co/363440/devs-claude-talk-like-caveman-cut-costs-work-better"}}

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event_store.db — events

Update row 2719 in events