Covalent probes can display unmatched potency, selectivity and duration of action, however, their discovery is challenging. In principle, fragments that can irreversibly bind their target can overcome the low affinity that limits reversible fragment screening. Such electrophilic fragments were considered non-selective and were rarely screened. We hypothesized that mild electrophiles might overcome the selectivity challenge, and constructed a library of 993 mildly electrophilic fragments. We characterized this library by a new high-throughput thiol-reactivity assay and screened them against ten cysteine-containing proteins. Highly reactive and promiscuous fragments were rare and could be easily eliminated. By contrast, we found selective hits for most targets. Combination with high-throughput crystallography allowed rapid progression to potent and selective probes for two enzymes, the deubiquitinase OTUB2, and the pyrophosphatase NUDT7. No inhibitors were previously known for either. This study highlights the potential of electrophile fragment screening as a practical and efficient tool for covalent ligand discovery.Fragment based screening, which focuses on very low molecular-weight compounds, is a successful hit discovery approach for reversible inhibitors 28,29 , that has led to several drugs and chemical probes 29,30 . Compared to traditional HTS, fragment-based screening offers better coverage of chemical space and higher probability of binding due to lower complexity 31,32 . The major limitation in fragment-based screening is the weak binding affinity of fragment hits, which not only necessitates very sensitive biophysical detection methods, coupled with elaborate validation cascades to eliminate attendant artefacts, but additionally makes progressing hits to potency difficult and expensive. In particular, it requires large compound series with typically ambiguous structure-activity relationships, because no method to date can reliably rationalize which are the dominant interactions of the original fragment. Screening covalent fragments addresses both problems: covalent binders are easy to detect by mass spectrometry; and because the dominant interaction is unambiguous, namely the covalent bond, designing followup series is simplified, and the primary hits are already potent.A prominent covalent fragment screening approach is disulfide tethering 33,34 , which entails incubating a library of disulfide-containing fragments with the target. Disulfide exchange with the target cysteine selects for fragments that are reversibly stabilized in its vicinity. Disulfide tethering was successfully applied to a variety of targets containing both native and introduced cysteine residues 35 . Recently it led to the discovery of a promising K-Ras G12C inhibitor 36 . Disulfides are not, however, suitable as cellular probes, and replacing them with a suitable electrophile is in general no less challenging than starting from a reversible ligand.A potential solution is to directly screen mild electrophile fragments. Electrophile...