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trace-reconstruction

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copyleftdev / tailx

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Live system cognition engine. Reimagines tail from "show me lines" to "what's happening, what matters, and why?" Auto-detects log formats, groups patterns, detects anomalies, reconstructs traces, outputs structured JSON for AI agents. 144 KB. Zero config. 69K events/sec.

devops log-analysis zig incident-response syslog stream-processing tail pattern-recognition sre log-parser observability log-monitoring anomaly-detection cli-tool json-logs ai-tools trace-reconstruction mcp-tool
  • Updated Mar 23, 2026
  • Zig

yacine-baghli / SynthDNA-Lab

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Multi-vendor physically-grounded synthetic DNA dataset generator for DNA data storage research. 7 synthesis profiles (Twist, IDT, DNA Script, Ansa, ETH Zurich, Evonetix), 3 sequencing backends (Illumina, Nanopore, PacBio), 3-layer error injection pipeline with empirical calibration.

python flask bioinformatics nanopore synthetic-biology dataset-generation error-correction trace-reconstruction noise-modeling dna-data-storage dna-synthesis twist-bioscience
  • Updated May 17, 2026
  • Python

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