crawl: add flexoptix completion push learning record
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Rene Fichtmueller
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{"id":"robot-exp-20260509-equivalence-auto-research","source":"robot-experience:equivalence_research_result:codex-equivalence-auto-research","kind":"sft-jsonl","messages":[{"role":"system","content":"You are TIPLLM, an expert AI assistant for the Transceiver Intelligence Platform (TIP). You have deep knowledge of optical transceiver specifications, form factors, IEEE standards, vendor product catalogs, and fiber optic networking. You help engineers select, source, and validate transceivers. You provide precise, structured answers with confidence scores and always cite your reasoning."},{"role":"user","content":"You are TIPLLM controlling TIP crawler and verification robots.\nGiven this current observation, choose the safest next robot action.\n\n{\n \"event\": \"equivalence_research_result\",\n \"actor\": \"codex-equivalence-auto-research\",\n \"profile\": \"erik-safe-db-only\",\n \"input\": {\n \"problem\": \"The manual review queue contained many approved re-research matches that should not require manual validation.\",\n \"precheck\": {\n \"pending\": 401,\n \"approved\": 149688,\n \"auto_approved\": 32340,\n \"rejected\": 4,\n \"due_research\": 143702\n }\n },\n \"safety_notes\": [\n \"Use TIPLLM only for TIP crawler planning and extraction feedback.\",\n \"Do not start heavy crawler waves on Erik for backlog cleanup.\",\n \"Use deterministic product evidence first: recent price, form factor, speed, fiber, wavelength, reach, confidence.\"\n ]\n}"},{"role":"assistant","content":"{\n \"summary\": \"For a large manual equivalence backlog, first convert weak approvals into deterministic automated research decisions using existing crawled evidence; only schedule crawler enrichment for missing-evidence products after the queue is clean.\",\n \"decision\": {\n \"approval_policy\": \"Approve or keep approved only when recent price, form factor, speed, fiber type, wavelength, reach, and confidence threshold all pass.\",\n \"rejection_policy\": \"Reject stale, missing-evidence, technically contradictory, or low-confidence matches automatically instead of sending them back to manual review.\",\n \"api_policy\": \"Expose a run-research endpoint and prevent approve-all from approving low-confidence candidates.\",\n \"crawler_policy\": \"Do not crawl during backlog cleanup; use Proxmox/Pi workers later for targeted enrichment of products rejected due to missing reach/details.\"\n },\n \"outcome\": {\n \"pending\": 0,\n \"approved\": 1986,\n \"auto_approved\": 32080,\n \"rejected\": 148367,\n \"due_research\": 0,\n \"scheduled_30_day_rechecks\": 34066\n },\n \"constraints\": [\n \"Use TIPLLM only for planning/extraction feedback.\",\n \"Keep Erik light: DB-only cleanup or small queues, no uncontrolled crawler waves.\",\n \"Write useful robot outcomes back into the TIPLLM training pool.\",\n \"Prefer conservative rejection over falsely verified equivalence.\"\n ]\n}"}]}
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{"id":"robot-exp-20260509-equivalence-auto-research","source":"robot-experience:equivalence_research_result:codex-equivalence-auto-research","kind":"sft-jsonl","messages":[{"role":"system","content":"You are TIPLLM, an expert AI assistant for the Transceiver Intelligence Platform (TIP). You have deep knowledge of optical transceiver specifications, form factors, IEEE standards, vendor product catalogs, and fiber optic networking. You help engineers select, source, and validate transceivers. You provide precise, structured answers with confidence scores and always cite your reasoning."},{"role":"user","content":"You are TIPLLM controlling TIP crawler and verification robots.\nGiven this current observation, choose the safest next robot action.\n\n{\n \"event\": \"equivalence_research_result\",\n \"actor\": \"codex-equivalence-auto-research\",\n \"profile\": \"erik-safe-db-only\",\n \"input\": {\n \"problem\": \"The manual review queue contained many approved re-research matches that should not require manual validation.\",\n \"precheck\": {\n \"pending\": 401,\n \"approved\": 149688,\n \"auto_approved\": 32340,\n \"rejected\": 4,\n \"due_research\": 143702\n }\n },\n \"safety_notes\": [\n \"Use TIPLLM only for TIP crawler planning and extraction feedback.\",\n \"Do not start heavy crawler waves on Erik for backlog cleanup.\",\n \"Use deterministic product evidence first: recent price, form factor, speed, fiber, wavelength, reach, confidence.\"\n ]\n}"},{"role":"assistant","content":"{\n \"summary\": \"For a large manual equivalence backlog, first convert weak approvals into deterministic automated research decisions using existing crawled evidence; only schedule crawler enrichment for missing-evidence products after the queue is clean.\",\n \"decision\": {\n \"approval_policy\": \"Approve or keep approved only when recent price, form factor, speed, fiber type, wavelength, reach, and confidence threshold all pass.\",\n \"rejection_policy\": \"Reject stale, missing-evidence, technically contradictory, or low-confidence matches automatically instead of sending them back to manual review.\",\n \"api_policy\": \"Expose a run-research endpoint and prevent approve-all from approving low-confidence candidates.\",\n \"crawler_policy\": \"Do not crawl during backlog cleanup; use Proxmox/Pi workers later for targeted enrichment of products rejected due to missing reach/details.\"\n },\n \"outcome\": {\n \"pending\": 0,\n \"approved\": 1986,\n \"auto_approved\": 32080,\n \"rejected\": 148367,\n \"due_research\": 0,\n \"scheduled_30_day_rechecks\": 34066\n },\n \"constraints\": [\n \"Use TIPLLM only for planning/extraction feedback.\",\n \"Keep Erik light: DB-only cleanup or small queues, no uncontrolled crawler waves.\",\n \"Write useful robot outcomes back into the TIPLLM training pool.\",\n \"Prefer conservative rejection over falsely verified equivalence.\"\n ]\n}"}]}
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{"id":"robot-exp-20260509-flexoptix-price-truth","source":"robot-experience:price_truth_recheck:codex-flexoptix-price-truth-recheck","kind":"sft-jsonl","messages":[{"role":"system","content":"You are TIPLLM, an expert AI assistant for the Transceiver Intelligence Platform (TIP). You have deep knowledge of optical transceiver specifications, form factors, IEEE standards, vendor product catalogs, and fiber optic networking. You help engineers select, source, and validate transceivers. You provide precise, structured answers with confidence scores and always cite your reasoning."},{"role":"user","content":"You are TIPLLM controlling TIP crawler and verification robots.\nGiven this current observation, choose the safest next robot action.\n\n{\n \"event\": \"price_truth_recheck\",\n \"actor\": \"codex-flexoptix-price-truth-recheck\",\n \"profile\": \"erik-safe-light-catalog\",\n \"input\": {\n \"problem\": \"Operator asked whether all Flexoptix prices, images and product info are present and whether prices are 100% correct.\",\n \"precheck\": {\n \"total_flexoptix_rows\": 744,\n \"active_catalog_products_found\": 615,\n \"price_verified\": 619,\n \"image_verified\": 615,\n \"details_verified\": 500,\n \"missing_image_url\": 129,\n \"missing_reach_label\": 244,\n \"missing_fiber_type\": 131\n }\n },\n \"safety_notes\": [\n \"Use TIPLLM only for TIP crawler planning and extraction feedback.\",\n \"Do not use a heavy crawler when the light vendor catalog is enough.\",\n \"Never claim permanent 100% price truth; record source verification freshness.\"\n ]\n}"},{"role":"assistant","content":"{\n \"summary\": \"For Flexoptix price truth, distinguish active catalog coverage from the larger historical table, refresh audit timestamps for unchanged prices, and report last-source-verified freshness instead of claiming permanent 100% truth.\",\n \"decision\": {\n \"coverage_policy\": \"State that 615 active catalog products were found by the Flexoptix scraper, while the full Flexoptix table has 744 rows and is not complete.\",\n \"timestamp_policy\": \"When unchanged prices are observed again, refresh price_observations.verified_at and transceivers.price_verified_at with NOW() so source rechecks are auditable.\",\n \"truth_policy\": \"Use 'last source verified at' for price confidence; avoid absolute claims because vendor prices can vary by account, currency, VAT/session, or availability.\"\n },\n \"outcome\": {\n \"active_catalog_products_found\": 615,\n \"latest_verified_price_observations\": 615,\n \"latest_verified_within_10m\": 615,\n \"price_image_details_verified\": 496,\n \"fully_verified\": 496\n },\n \"constraints\": [\n \"Use TIPLLM only for planning/extraction feedback.\",\n \"Keep Erik light with nice/rate-limited vendor catalog runs.\",\n \"Do not conflate active catalog completeness with all historical DB rows.\",\n \"Write useful robot outcomes back into the TIPLLM training pool.\"\n ]\n}"}]}
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{"id":"robot-exp-20260509-flexoptix-price-truth","source":"robot-experience:price_truth_recheck:codex-flexoptix-price-truth-recheck","kind":"sft-jsonl","messages":[{"role":"system","content":"You are TIPLLM, an expert AI assistant for the Transceiver Intelligence Platform (TIP). You have deep knowledge of optical transceiver specifications, form factors, IEEE standards, vendor product catalogs, and fiber optic networking. You help engineers select, source, and validate transceivers. You provide precise, structured answers with confidence scores and always cite your reasoning."},{"role":"user","content":"You are TIPLLM controlling TIP crawler and verification robots.\nGiven this current observation, choose the safest next robot action.\n\n{\n \"event\": \"price_truth_recheck\",\n \"actor\": \"codex-flexoptix-price-truth-recheck\",\n \"profile\": \"erik-safe-light-catalog\",\n \"input\": {\n \"problem\": \"Operator asked whether all Flexoptix prices, images and product info are present and whether prices are 100% correct.\",\n \"precheck\": {\n \"total_flexoptix_rows\": 744,\n \"active_catalog_products_found\": 615,\n \"price_verified\": 619,\n \"image_verified\": 615,\n \"details_verified\": 500,\n \"missing_image_url\": 129,\n \"missing_reach_label\": 244,\n \"missing_fiber_type\": 131\n }\n },\n \"safety_notes\": [\n \"Use TIPLLM only for TIP crawler planning and extraction feedback.\",\n \"Do not use a heavy crawler when the light vendor catalog is enough.\",\n \"Never claim permanent 100% price truth; record source verification freshness.\"\n ]\n}"},{"role":"assistant","content":"{\n \"summary\": \"For Flexoptix price truth, distinguish active catalog coverage from the larger historical table, refresh audit timestamps for unchanged prices, and report last-source-verified freshness instead of claiming permanent 100% truth.\",\n \"decision\": {\n \"coverage_policy\": \"State that 615 active catalog products were found by the Flexoptix scraper, while the full Flexoptix table has 744 rows and is not complete.\",\n \"timestamp_policy\": \"When unchanged prices are observed again, refresh price_observations.verified_at and transceivers.price_verified_at with NOW() so source rechecks are auditable.\",\n \"truth_policy\": \"Use 'last source verified at' for price confidence; avoid absolute claims because vendor prices can vary by account, currency, VAT/session, or availability.\"\n },\n \"outcome\": {\n \"active_catalog_products_found\": 615,\n \"latest_verified_price_observations\": 615,\n \"latest_verified_within_10m\": 615,\n \"price_image_details_verified\": 496,\n \"fully_verified\": 496\n },\n \"constraints\": [\n \"Use TIPLLM only for planning/extraction feedback.\",\n \"Keep Erik light with nice/rate-limited vendor catalog runs.\",\n \"Do not conflate active catalog completeness with all historical DB rows.\",\n \"Write useful robot outcomes back into the TIPLLM training pool.\"\n ]\n}"}]}
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{"id":"robot-exp-20260509-flexoptix-completeness-gap","source":"robot-experience:verification_truth_rule:codex-flexoptix-completeness-gap","kind":"sft-jsonl","messages":[{"role":"system","content":"You are TIPLLM, an expert AI assistant for the Transceiver Intelligence Platform (TIP). You have deep knowledge of optical transceiver specifications, form factors, IEEE standards, vendor product catalogs, and fiber optic networking. You help engineers select, source, and validate transceivers. You provide precise, structured answers with confidence scores and always cite your reasoning."},{"role":"user","content":"Sind alle Flexoptix Produkte komplett und 100% verified?\n\nLive counts:\n{\n \"total_flexoptix_rows\": 744,\n \"active_catalog_products_found\": 615,\n \"price_verified\": 619,\n \"latest_verified_price_observations\": 615,\n \"image_verified\": 615,\n \"details_verified\": 500,\n \"price_image_details_verified\": 496,\n \"fully_verified\": 496,\n \"missing_price_verified\": 125,\n \"missing_image_verified\": 129,\n \"missing_details_verified\": 244,\n \"missing_reach_label\": 244,\n \"missing_fiber_type\": 131\n}"},{"role":"assistant","content":"{\n \"answer\": \"No. The Flexoptix dataset is not complete and not 100% verified.\",\n \"reasoning\": {\n \"active_catalog_truth\": \"615 active Flexoptix catalog products were found and their latest price observations are source-confirmed.\",\n \"total_table_truth\": \"The Flexoptix table contains 744 rows, but only 496 rows have price + image + details verified and only 496 are fully_verified.\",\n \"missing_signals\": {\n \"price_verified_missing\": 125,\n \"image_verified_missing\": 129,\n \"details_verified_missing\": 244,\n \"reach_label_missing\": 244,\n \"fiber_type_missing\": 131\n }\n },\n \"policy\": \"Do not claim 100% verification unless every Flexoptix row has complete verified price, image, details, and fresh source timestamps. Use exact counters and last-source-verified timestamps.\",\n \"next_action\": \"Run a targeted Flexoptix detail enricher for rows with product_page_url and missing verification signals, rate-limited and TIPLLM-only, then recompute counters.\"\n}"}]}
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{"id":"robot-exp-20260509-flexoptix-completeness-gap","source":"robot-experience:verification_truth_rule:codex-flexoptix-completeness-gap","kind":"sft-jsonl","messages":[{"role":"system","content":"You are TIPLLM, an expert AI assistant for the Transceiver Intelligence Platform (TIP). You have deep knowledge of optical transceiver specifications, form factors, IEEE standards, vendor product catalogs, and fiber optic networking. You help engineers select, source, and validate transceivers. You provide precise, structured answers with confidence scores and always cite your reasoning."},{"role":"user","content":"Sind alle Flexoptix Produkte komplett und 100% verified?\n\nLive counts:\n{\n \"total_flexoptix_rows\": 744,\n \"active_catalog_products_found\": 615,\n \"price_verified\": 619,\n \"latest_verified_price_observations\": 615,\n \"image_verified\": 615,\n \"details_verified\": 500,\n \"price_image_details_verified\": 496,\n \"fully_verified\": 496,\n \"missing_price_verified\": 125,\n \"missing_image_verified\": 129,\n \"missing_details_verified\": 244,\n \"missing_reach_label\": 244,\n \"missing_fiber_type\": 131\n}"},{"role":"assistant","content":"{\n \"answer\": \"No. The Flexoptix dataset is not complete and not 100% verified.\",\n \"reasoning\": {\n \"active_catalog_truth\": \"615 active Flexoptix catalog products were found and their latest price observations are source-confirmed.\",\n \"total_table_truth\": \"The Flexoptix table contains 744 rows, but only 496 rows have price + image + details verified and only 496 are fully_verified.\",\n \"missing_signals\": {\n \"price_verified_missing\": 125,\n \"image_verified_missing\": 129,\n \"details_verified_missing\": 244,\n \"reach_label_missing\": 244,\n \"fiber_type_missing\": 131\n }\n },\n \"policy\": \"Do not claim 100% verification unless every Flexoptix row has complete verified price, image, details, and fresh source timestamps. Use exact counters and last-source-verified timestamps.\",\n \"next_action\": \"Run a targeted Flexoptix detail enricher for rows with product_page_url and missing verification signals, rate-limited and TIPLLM-only, then recompute counters.\"\n}"}]}
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{"id":"robot-exp-20260509-flexoptix-completion-push","source":"robot-experience:crawler_result:codex-flexoptix-completion-push","kind":"sft-jsonl","messages":[{"role":"system","content":"You are TIPLLM, an expert AI assistant for the Transceiver Intelligence Platform (TIP). You have deep knowledge of optical transceiver specifications, form factors, IEEE standards, vendor product catalogs, and fiber optic networking. You help engineers select, source, and validate transceivers. You provide precise, structured answers with confidence scores and always cite your reasoning."},{"role":"user","content":"You are TIPLLM controlling TIP crawler and verification robots.\nGiven this result, decide what to report and what to do next.\n\n{\n \"event\": \"crawler_result\",\n \"actor\": \"codex-flexoptix-completion-push\",\n \"profile\": \"erik-safe-targeted-detail\",\n \"vendor\": \"Flexoptix\",\n \"precheck\": {\n \"total_flexoptix_rows\": 744,\n \"price_verified\": 619,\n \"image_verified\": 615,\n \"details_verified\": 500,\n \"fully_verified\": 496\n },\n \"outcome\": {\n \"detail_pages_targeted\": 191,\n \"detail_pages_fetched\": 191,\n \"failed\": 0,\n \"new_or_updated_price_observations\": 177,\n \"images_marked\": 187,\n \"details_marked\": 185,\n \"final_price_verified\": 626,\n \"final_image_verified\": 622,\n \"final_details_verified\": 624,\n \"final_fully_verified\": 620,\n \"filter_or_category_unverified\": 108,\n \"other_generic_unverified\": 10\n },\n \"safety_notes\": [\n \"No external AI was used.\",\n \"Only Flexoptix-specific light catalog/detail jobs were run.\",\n \"Do not claim all 744 rows are concrete products.\"\n ]\n}"},{"role":"assistant","content":"{\n \"report\": \"Flexoptix verification improved substantially: fully_verified increased from 496 to 620. The active/product-like set is close to complete, but the full 744-row table is still not honestly 100% complete because 118 rows are filter/category/generic/non-product URLs.\",\n \"decision\": {\n \"truth_policy\": \"Report both product-like coverage and total table coverage. Do not collapse them into a single 100% claim.\",\n \"crawler_policy\": \"Keep using targeted detail-page fetches and parser fixes; avoid broad crawling on Erik.\",\n \"data_policy\": \"Classify filter/category/generic rows separately before considering them in product verification totals.\"\n },\n \"next_action\": \"Create a cleanup/classification step for non-product Flexoptix rows, then finish the few remaining product-like image/accessory gaps from source evidence.\",\n \"constraints\": [\n \"Use TIPLLM only for planning/extraction feedback.\",\n \"Keep Erik light and stop if SSH or process health becomes unreliable.\",\n \"Prefer exact counters and source timestamps over absolute claims.\"\n ]\n}"}]}
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{"event":"equivalence_research_result","observed_at":"2026-05-09T05:45:00Z","actor":"codex-equivalence-auto-research","profile":"erik-safe-db-only","wave":"manual-queue-cleanup","vendor":"all-equivalence-candidates","summary":"Converted the manual equivalence review backlog into deterministic automated research decisions using existing crawled specs and prices. No heavy crawler wave was started.","input":{"user_request":"Research all TIP product equivalences so they do not require manual validation.","precheck":{"pending":401,"approved":149688,"auto_approved":32340,"rejected":4,"due_research":143702}},"decision":{"code_changes":["Do not let approve-all approve low-confidence matches; queue them for automated research.","Add API endpoint to trigger equivalence research.","Replace price-only re-research with strict technical evaluator for price recency, form factor, speed, fiber type, wavelength, reach and confidence."],"runtime_policy":"Use existing DB evidence only for cleanup. Keep Erik safe by avoiding crawler waves; schedule confirmed matches for future 30-day rechecks."},"outcome":{"pending":0,"approved":1986,"auto_approved":32080,"rejected":148367,"due_research":0,"scheduled_rechecks":34066,"processed":{"pending_and_due":144103,"old_approved":5986,"old_auto_approved":32340},"rejection_summary":{"fiber_mismatch":1142,"reach_mismatch":84092,"reach_missing":32268,"wavelength_mismatch":30858,"low_confidence":3},"verification_counters":{"competitor_verified":11137,"fully_verified":290,"price_verified":11549,"image_verified":10629,"details_verified":9538}},"safety_notes":["No external AI was used for TIP crawler planning or extraction feedback.","No new crawler wave was started on Erik.","Next enrichment should target rejected missing-evidence products on Proxmox or Pi workers with TIPLLM-only extraction feedback."]}
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{"event":"equivalence_research_result","observed_at":"2026-05-09T05:45:00Z","actor":"codex-equivalence-auto-research","profile":"erik-safe-db-only","wave":"manual-queue-cleanup","vendor":"all-equivalence-candidates","summary":"Converted the manual equivalence review backlog into deterministic automated research decisions using existing crawled specs and prices. No heavy crawler wave was started.","input":{"user_request":"Research all TIP product equivalences so they do not require manual validation.","precheck":{"pending":401,"approved":149688,"auto_approved":32340,"rejected":4,"due_research":143702}},"decision":{"code_changes":["Do not let approve-all approve low-confidence matches; queue them for automated research.","Add API endpoint to trigger equivalence research.","Replace price-only re-research with strict technical evaluator for price recency, form factor, speed, fiber type, wavelength, reach and confidence."],"runtime_policy":"Use existing DB evidence only for cleanup. Keep Erik safe by avoiding crawler waves; schedule confirmed matches for future 30-day rechecks."},"outcome":{"pending":0,"approved":1986,"auto_approved":32080,"rejected":148367,"due_research":0,"scheduled_rechecks":34066,"processed":{"pending_and_due":144103,"old_approved":5986,"old_auto_approved":32340},"rejection_summary":{"fiber_mismatch":1142,"reach_mismatch":84092,"reach_missing":32268,"wavelength_mismatch":30858,"low_confidence":3},"verification_counters":{"competitor_verified":11137,"fully_verified":290,"price_verified":11549,"image_verified":10629,"details_verified":9538}},"safety_notes":["No external AI was used for TIP crawler planning or extraction feedback.","No new crawler wave was started on Erik.","Next enrichment should target rejected missing-evidence products on Proxmox or Pi workers with TIPLLM-only extraction feedback."]}
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{"event":"price_truth_recheck","observed_at":"2026-05-09T06:15:00Z","actor":"codex-flexoptix-price-truth-recheck","profile":"erik-safe-light-catalog","wave":"manual-source-verification","vendor":"Flexoptix","summary":"Rechecked Flexoptix price completeness and fixed audit timestamps for unchanged prices. Active catalog prices are freshly source-confirmed, but the full historical Flexoptix table is not complete.","input":{"user_request":"Confirm whether all Flexoptix prices/images/information are present and whether prices are 100% correct.","precheck":{"total_flexoptix_rows":744,"price_verified":619,"image_verified":615,"details_verified":500,"missing_image_url":129,"missing_reach_label":244,"missing_fiber_type":131}},"decision":{"code_changes":["Refresh price_observations.verified_at with NOW() when unchanged prices are observed again.","Refresh transceivers.price_verified_at with NOW() when unchanged prices are observed again."],"runtime_policy":"Run only the light Flexoptix catalog scraper on Erik with nice -n 10; no Playwright or broad crawler wave."},"outcome":{"active_catalog_products_found":615,"changed_price_rows_inserted":0,"latest_verified_price_observations":615,"latest_verified_within_10m":615,"price_image_details_verified":496,"fully_verified":496},"safety_notes":["No external AI was used for TIP crawler planning or extraction feedback.","Do not claim all 744 Flexoptix rows are complete; distinguish active catalog coverage from historical/extra rows.","Do not claim permanent 100% price truth; expose last-source-verified timestamp because vendor prices can change or vary by account/currency/VAT/session."]}
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{"event":"price_truth_recheck","observed_at":"2026-05-09T06:15:00Z","actor":"codex-flexoptix-price-truth-recheck","profile":"erik-safe-light-catalog","wave":"manual-source-verification","vendor":"Flexoptix","summary":"Rechecked Flexoptix price completeness and fixed audit timestamps for unchanged prices. Active catalog prices are freshly source-confirmed, but the full historical Flexoptix table is not complete.","input":{"user_request":"Confirm whether all Flexoptix prices/images/information are present and whether prices are 100% correct.","precheck":{"total_flexoptix_rows":744,"price_verified":619,"image_verified":615,"details_verified":500,"missing_image_url":129,"missing_reach_label":244,"missing_fiber_type":131}},"decision":{"code_changes":["Refresh price_observations.verified_at with NOW() when unchanged prices are observed again.","Refresh transceivers.price_verified_at with NOW() when unchanged prices are observed again."],"runtime_policy":"Run only the light Flexoptix catalog scraper on Erik with nice -n 10; no Playwright or broad crawler wave."},"outcome":{"active_catalog_products_found":615,"changed_price_rows_inserted":0,"latest_verified_price_observations":615,"latest_verified_within_10m":615,"price_image_details_verified":496,"fully_verified":496},"safety_notes":["No external AI was used for TIP crawler planning or extraction feedback.","Do not claim all 744 Flexoptix rows are complete; distinguish active catalog coverage from historical/extra rows.","Do not claim permanent 100% price truth; expose last-source-verified timestamp because vendor prices can change or vary by account/currency/VAT/session."]}
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{"event":"verification_truth_rule","observed_at":"2026-05-09T06:25:00Z","actor":"codex-flexoptix-completeness-gap","profile":"tipllm-training","wave":"operator-feedback","vendor":"Flexoptix","summary":"Operator asked whether all Flexoptix products are complete and 100% verified. Correct answer is no; TIPLLM must separate active source-confirmed catalog coverage from total DB completeness.","input":{"user_question":"Sind alle Flexoptix Produkte komplett und 100% verified?","live_counts":{"total_flexoptix_rows":744,"active_catalog_products_found":615,"price_verified":619,"latest_verified_price_observations":615,"image_verified":615,"details_verified":500,"price_image_details_verified":496,"fully_verified":496,"missing_price_verified":125,"missing_image_verified":129,"missing_details_verified":244,"missing_reach_label":244,"missing_fiber_type":131}},"decision":{"answer_policy":"Never answer yes unless total rows equal complete rows and each verification signal has a fresh source timestamp.","truth_distinction":"Active Flexoptix catalog products can be source-confirmed separately from historical/extra Flexoptix DB rows.","next_robot_action":"Build/run a targeted Flexoptix detail enricher for rows with product_page_url and missing image/details/price signals; keep Erik light and use per-page rate limits."},"outcome":{"correct_user_facing_answer":"No. 615 active Flexoptix catalog prices are freshly source-confirmed, but only 496 of 744 Flexoptix rows have price + image + details verified; therefore all Flexoptix products are not complete and not 100% verified.","training_value":"TIPLLM should prefer precise counters and last-source-verified timestamps over absolute completeness claims."},"safety_notes":["Use TIPLLM only for crawler planning/extraction feedback.","Do not conflate active catalog scrape result with total product table completeness.","Do not claim permanent 100% correctness for live vendor prices."]}
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{"event":"verification_truth_rule","observed_at":"2026-05-09T06:25:00Z","actor":"codex-flexoptix-completeness-gap","profile":"tipllm-training","wave":"operator-feedback","vendor":"Flexoptix","summary":"Operator asked whether all Flexoptix products are complete and 100% verified. Correct answer is no; TIPLLM must separate active source-confirmed catalog coverage from total DB completeness.","input":{"user_question":"Sind alle Flexoptix Produkte komplett und 100% verified?","live_counts":{"total_flexoptix_rows":744,"active_catalog_products_found":615,"price_verified":619,"latest_verified_price_observations":615,"image_verified":615,"details_verified":500,"price_image_details_verified":496,"fully_verified":496,"missing_price_verified":125,"missing_image_verified":129,"missing_details_verified":244,"missing_reach_label":244,"missing_fiber_type":131}},"decision":{"answer_policy":"Never answer yes unless total rows equal complete rows and each verification signal has a fresh source timestamp.","truth_distinction":"Active Flexoptix catalog products can be source-confirmed separately from historical/extra Flexoptix DB rows.","next_robot_action":"Build/run a targeted Flexoptix detail enricher for rows with product_page_url and missing image/details/price signals; keep Erik light and use per-page rate limits."},"outcome":{"correct_user_facing_answer":"No. 615 active Flexoptix catalog prices are freshly source-confirmed, but only 496 of 744 Flexoptix rows have price + image + details verified; therefore all Flexoptix products are not complete and not 100% verified.","training_value":"TIPLLM should prefer precise counters and last-source-verified timestamps over absolute completeness claims."},"safety_notes":["Use TIPLLM only for crawler planning/extraction feedback.","Do not conflate active catalog scrape result with total product table completeness.","Do not claim permanent 100% correctness for live vendor prices."]}
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{"event":"crawler_result","observed_at":"2026-05-09T07:34:00Z","actor":"codex-flexoptix-completion-push","profile":"erik-safe-targeted-detail","wave":"manual-targeted-enrichment","vendor":"Flexoptix","summary":"Improved Flexoptix completeness by enhancing catalog parsing and adding a targeted detail-page verifier. Fully verified increased from 496 to 620 while preserving the truth that not all historical/filter rows are concrete products.","input":{"user_request":"Feuer frei: make Flexoptix products complete and keep info in TIPLLM training pool.","precheck":{"total_flexoptix_rows":744,"price_verified":619,"image_verified":615,"details_verified":500,"price_image_details_verified":496,"fully_verified":496,"missing_image_url":129,"missing_reach_label":244,"missing_fiber_type":131}},"decision":{"code_changes":["Catalog parser now handles generic reach values like 50 m, 1,000 m, ranges and multiple lambda wavelength values.","Catalog parser now passes productUrl into findOrCreateScrapedTransceiver.","Added targeted flexoptix-detail-pages verifier for real .html product pages with missing signals."],"runtime_policy":"Run only light Flexoptix-specific catalog/detail jobs on Erik with nice and per-page throttling; no broad crawler wave; no external AI."},"outcome":{"catalog_run":{"active_catalog_products_found":615,"changed_price_rows_inserted":0},"detail_verifier":{"target":191,"fetched":191,"failed":0,"new_or_updated_price_observations":177,"images_marked":187,"details_marked":185},"final_counts":{"total_flexoptix_rows":744,"html_product_like_rows":626,"price_verified":626,"image_verified":622,"details_verified":624,"price_image_details_verified":620,"fully_verified":620,"filter_or_category_unverified":108,"other_generic_unverified":10},"manual_source_correction":{"products":["S.B1312.M.DIL","S.B1312.M.DL","S.B1512.M.DIL","S.B1512.M.DL"],"evidence":"Flexoptix title contained 1,000 m and Multimode","fields":{"reach_label":"1000m","reach_meters":1000,"fiber_type":"MMF","details_verified":true}}},"safety_notes":["TIPLLM should not call the full set 100% complete because 118 remaining rows are filter/category/generic/non-product URLs.","Public TIP HTTPS still responded after the run, but SSH to Erik returned connection refused; no further live commands were started after that.","No external AI was used for TIP crawler planning or extraction feedback."]}
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