diff --git a/model/relabel/relabel.go b/model/relabel/relabel.go
index d29c3d07aeb..4ddfa26c71b 100644
--- a/model/relabel/relabel.go
+++ b/model/relabel/relabel.go
@@ -48,7 +48,7 @@ const (
 	Drop Action = "drop"
 	// KeepEqual drops targets for which the input does not match the target.
 	KeepEqual Action = "keepequal"
-	// Drop drops targets for which the input does match the target.
+	// DropEqual drops targets for which the input does match the target.
 	DropEqual Action = "dropequal"
 	// HashMod sets a label to the modulus of a hash of labels.
 	HashMod Action = "hashmod"
diff --git a/storage/series.go b/storage/series.go
index eba11b4d9bc..70e3d0a1990 100644
--- a/storage/series.go
+++ b/storage/series.go
@@ -55,8 +55,8 @@ func NewListSeries(lset labels.Labels, s []chunks.Sample) *SeriesEntry {
 	}
 }
 
-// NewListChunkSeriesFromSamples returns chunk series entry that allows to iterate over provided samples.
-// NOTE: It uses inefficient chunks encoding implementation, not caring about chunk size.
+// NewListChunkSeriesFromSamples returns a chunk series entry that allows to iterate over provided samples.
+// NOTE: It uses an inefficient chunks encoding implementation, not caring about chunk size.
 // Use only for testing.
 func NewListChunkSeriesFromSamples(lset labels.Labels, samples ...[]chunks.Sample) *ChunkSeriesEntry {
 	chksFromSamples := make([]chunks.Meta, 0, len(samples))
diff --git a/tsdb/blockwriter.go b/tsdb/blockwriter.go
index 73bc5f1e35b..32346d69d00 100644
--- a/tsdb/blockwriter.go
+++ b/tsdb/blockwriter.go
@@ -42,7 +42,7 @@ type BlockWriter struct {
 // ErrNoSeriesAppended is returned if the series count is zero while flushing blocks.
 var ErrNoSeriesAppended = errors.New("no series appended, aborting")
 
-// NewBlockWriter create a new block writer.
+// NewBlockWriter creates a new block writer.
 //
 // The returned writer accumulates all the series in the Head block until `Flush` is called.
 //
diff --git a/tsdb/chunkenc/varbit.go b/tsdb/chunkenc/varbit.go
index b43574dcb63..574edec48b3 100644
--- a/tsdb/chunkenc/varbit.go
+++ b/tsdb/chunkenc/varbit.go
@@ -61,7 +61,7 @@ func putVarbitInt(b *bstream, val int64) {
 	}
 }
 
-// readVarbitInt reads an int64 encoced with putVarbitInt.
+// readVarbitInt reads an int64 encoded with putVarbitInt.
 func readVarbitInt(b *bstreamReader) (int64, error) {
 	var d byte
 	for i := 0; i < 8; i++ {
@@ -166,7 +166,7 @@ func putVarbitUint(b *bstream, val uint64) {
 	}
 }
 
-// readVarbitUint reads a uint64 encoced with putVarbitUint.
+// readVarbitUint reads a uint64 encoded with putVarbitUint.
 func readVarbitUint(b *bstreamReader) (uint64, error) {
 	var d byte
 	for i := 0; i < 8; i++ {
diff --git a/tsdb/chunks/chunks.go b/tsdb/chunks/chunks.go
index 0826f69670a..e7df0eeed29 100644
--- a/tsdb/chunks/chunks.go
+++ b/tsdb/chunks/chunks.go
@@ -233,7 +233,7 @@ func ChunkMetasToSamples(chunks []Meta) (result []Sample) {
 // Iterator iterates over the chunks of a single time series.
 type Iterator interface {
 	// At returns the current meta.
-	// It depends on implementation if the chunk is populated or not.
+	// It depends on the implementation whether the chunk is populated or not.
 	At() Meta
 	// Next advances the iterator by one.
 	Next() bool
@@ -478,7 +478,7 @@ func (w *Writer) WriteChunks(chks ...Meta) error {
 		// the batch is too large to fit in the current segment.
 		cutNewBatch := (i != 0) && (batchSize+SegmentHeaderSize > w.segmentSize)
 
-		// When the segment already has some data than
+		// If the segment already has some data then
 		// the first batch size calculation should account for that.
 		if firstBatch && w.n > SegmentHeaderSize {
 			cutNewBatch = batchSize+w.n > w.segmentSize
@@ -717,7 +717,7 @@ func nextSequenceFile(dir string) (string, int, error) {
 		}
 		// It is not necessary that we find the files in number order,
 		// for example with '1000000' and '200000', '1000000' would come first.
-		// Though this is a very very race case, we check anyway for the max id.
+		// Though this is a very very rare case, we check anyway for the max id.
 		if j > i {
 			i = j
 		}
diff --git a/tsdb/chunks/head_chunks.go b/tsdb/chunks/head_chunks.go
index 087f25fbb38..66dbb07b710 100644
--- a/tsdb/chunks/head_chunks.go
+++ b/tsdb/chunks/head_chunks.go
@@ -188,8 +188,8 @@ func (f *chunkPos) bytesToWriteForChunk(chkLen uint64) uint64 {
 	return bytes
 }
 
-// ChunkDiskMapper is for writing the Head block chunks to the disk
-// and access chunks via mmapped file.
+// ChunkDiskMapper is for writing the Head block chunks to disk
+// and access chunks via mmapped files.
 type ChunkDiskMapper struct {
 	/// Writer.
 	dir             *os.File
@@ -231,7 +231,7 @@ type ChunkDiskMapper struct {
 	closed bool
 }
 
-// mmappedChunkFile provides mmapp access to an entire head chunks file that holds many chunks.
+// mmappedChunkFile provides mmap access to an entire head chunks file that holds many chunks.
 type mmappedChunkFile struct {
 	byteSlice ByteSlice
 	maxt      int64 // Max timestamp among all of this file's chunks.
@@ -240,7 +240,7 @@ type mmappedChunkFile struct {
 // NewChunkDiskMapper returns a new ChunkDiskMapper against the given directory
 // using the default head chunk file duration.
 // NOTE: 'IterateAllChunks' method needs to be called at least once after creating ChunkDiskMapper
-// to set the maxt of all the file.
+// to set the maxt of all files.
 func NewChunkDiskMapper(reg prometheus.Registerer, dir string, pool chunkenc.Pool, writeBufferSize, writeQueueSize int) (*ChunkDiskMapper, error) {
 	// Validate write buffer size.
 	if writeBufferSize < MinWriteBufferSize || writeBufferSize > MaxWriteBufferSize {
@@ -425,7 +425,7 @@ func repairLastChunkFile(files map[int]string) (_ map[int]string, returnErr erro
 	return files, nil
 }
 
-// WriteChunk writes the chunk to the disk.
+// WriteChunk writes the chunk to disk.
 // The returned chunk ref is the reference from where the chunk encoding starts for the chunk.
 func (cdm *ChunkDiskMapper) WriteChunk(seriesRef HeadSeriesRef, mint, maxt int64, chk chunkenc.Chunk, isOOO bool, callback func(err error)) (chkRef ChunkDiskMapperRef) {
 	// cdm.evtlPosMtx must be held to serialize the calls to cdm.evtlPos.getNextChunkRef() and the writing of the chunk (either with or without queue).
@@ -784,7 +784,7 @@ func (cdm *ChunkDiskMapper) Chunk(ref ChunkDiskMapperRef) (chunkenc.Chunk, error
 // IterateAllChunks iterates all mmappedChunkFiles (in order of head chunk file name/number) and all the chunks within it
 // and runs the provided function with information about each chunk. It returns on the first error encountered.
 // NOTE: This method needs to be called at least once after creating ChunkDiskMapper
-// to set the maxt of all the file.
+// to set the maxt of all files.
 func (cdm *ChunkDiskMapper) IterateAllChunks(f func(seriesRef HeadSeriesRef, chunkRef ChunkDiskMapperRef, mint, maxt int64, numSamples uint16, encoding chunkenc.Encoding, isOOO bool) error) (err error) {
 	cdm.writePathMtx.Lock()
 	defer cdm.writePathMtx.Unlock()
@@ -904,7 +904,7 @@ func (cdm *ChunkDiskMapper) IterateAllChunks(f func(seriesRef HeadSeriesRef, chu
 	return nil
 }
 
-// Truncate deletes the head chunk files whose file number is less than given fileNo.
+// Truncate deletes the head chunk files with numbers less than the given fileNo.
 func (cdm *ChunkDiskMapper) Truncate(fileNo uint32) error {
 	cdm.readPathMtx.RLock()
 
diff --git a/tsdb/compact.go b/tsdb/compact.go
index e09039cf33b..c2ae23b2e40 100644
--- a/tsdb/compact.go
+++ b/tsdb/compact.go
@@ -272,7 +272,7 @@ func (c *LeveledCompactor) plan(dms []dirMeta) ([]string, error) {
 		meta := dms[i].meta
 		if meta.MaxTime-meta.MinTime < c.ranges[len(c.ranges)/2] {
 			// If the block is entirely deleted, then we don't care about the block being big enough.
-			// TODO: This is assuming single tombstone is for distinct series, which might be no true.
+			// TODO: This is assuming a single tombstone is for a distinct series, which might not be true.
 			if meta.Stats.NumTombstones > 0 && meta.Stats.NumTombstones >= meta.Stats.NumSeries {
 				return []string{dms[i].dir}, nil
 			}
@@ -372,7 +372,7 @@ func splitByRange(ds []dirMeta, tr int64) [][]dirMeta {
 			t0 = tr * ((m.MinTime - tr + 1) / tr)
 		}
 		// Skip blocks that don't fall into the range. This can happen via mis-alignment or
-		// by being the multiple of the intended range.
+		// by being a multiple of the intended range.
 		if m.MaxTime > t0+tr {
 			i++
 			continue
@@ -395,7 +395,7 @@ func splitByRange(ds []dirMeta, tr int64) [][]dirMeta {
 	return splitDirs
 }
 
-// CompactBlockMetas merges many block metas into one, combining it's source blocks together
+// CompactBlockMetas merges many block metas into one, combining its source blocks together
 // and adjusting compaction level. Min/Max time of result block meta covers all input blocks.
 func CompactBlockMetas(uid ulid.ULID, blocks ...*BlockMeta) *BlockMeta {
 	res := &BlockMeta{
@@ -833,7 +833,7 @@ func (c DefaultBlockPopulator) PopulateBlock(ctx context.Context, metrics *Compa
 		chksIter = s.Iterator(chksIter)
 		chks = chks[:0]
 		for chksIter.Next() {
-			// We are not iterating in streaming way over chunk as
+			// We are not iterating in a streaming way over chunks as
 			// it's more efficient to do bulk write for index and
 			// chunk file purposes.
 			chks = append(chks, chksIter.At())
@@ -842,7 +842,7 @@ func (c DefaultBlockPopulator) PopulateBlock(ctx context.Context, metrics *Compa
 			return fmt.Errorf("chunk iter: %w", err)
 		}
 
-		// Skip the series with all deleted chunks.
+		// Skip series with all deleted chunks.
 		if len(chks) == 0 {
 			continue
 		}
diff --git a/tsdb/db.go b/tsdb/db.go
index 22292ab16ec..c2e8904a251 100644
--- a/tsdb/db.go
+++ b/tsdb/db.go
@@ -206,7 +206,7 @@ type DB struct {
 	compactor      Compactor
 	blocksToDelete BlocksToDeleteFunc
 
-	// Mutex for that must be held when modifying the general block layout or lastGarbageCollectedMmapRef.
+	// mtx must be held when modifying the general block layout or lastGarbageCollectedMmapRef.
 	mtx    sync.RWMutex
 	blocks []*Block
 
@@ -1431,7 +1431,7 @@ func (db *DB) reloadBlocks() (err error) {
 		db.metrics.reloads.Inc()
 	}()
 
-	// Now that we reload TSDB every minute, there is high chance for race condition with a reload
+	// Now that we reload TSDB every minute, there is a high chance for a race condition with a reload
 	// triggered by CleanTombstones(). We need to lock the reload to avoid the situation where
 	// a normal reload and CleanTombstones try to delete the same block.
 	db.mtx.Lock()
diff --git a/tsdb/docs/format/head_chunks.md b/tsdb/docs/format/head_chunks.md
index 813d4008ca3..5737f420589 100644
--- a/tsdb/docs/format/head_chunks.md
+++ b/tsdb/docs/format/head_chunks.md
@@ -27,10 +27,10 @@ in-file offset (lower 4 bytes) and segment sequence number (upper 4 bytes).
 
 # Chunk
 
-Unlike chunks in the on-disk blocks, here we additionally store series
-reference that the chunks belongs to and the mint/maxt of the chunks. This is
-because we don't have an index associated with these chunks, hence these meta
-information are used while replaying the chunks.
+Unlike chunks in the on-disk blocks, here we additionally store the series
+reference that each chunk belongs to and the mint/maxt of the chunks. This is
+because we don't have an index associated with these chunks, hence this metadata
+is used while replaying the chunks.
 
 ```
 ┌─────────────────────┬───────────────────────┬───────────────────────┬───────────────────┬───────────────┬──────────────┬────────────────┐
diff --git a/tsdb/docs/format/index.md b/tsdb/docs/format/index.md
index 53b77d9abeb..e0ef21bd5bb 100644
--- a/tsdb/docs/format/index.md
+++ b/tsdb/docs/format/index.md
@@ -40,7 +40,7 @@ Most of the sections described below start with a `len` field. It always specifi
 
 ### Symbol Table
 
-The symbol table holds a sorted list of deduplicated strings that occurred in label pairs of the stored series. They can be referenced from subsequent sections and significantly reduce the total index size.
+The symbol table holds a sorted list of deduplicated strings that occur in label pairs of the stored series. They can be referenced from subsequent sections and significantly reduce the total index size.
 
 The section contains a sequence of the string entries, each prefixed with the string's length in raw bytes. All strings are utf-8 encoded.
 Strings are referenced by sequential indexing. The strings are sorted in lexicographically ascending order.
diff --git a/tsdb/docs/usage.md b/tsdb/docs/usage.md
index e70b248137c..7bc1ae6c5ff 100644
--- a/tsdb/docs/usage.md
+++ b/tsdb/docs/usage.md
@@ -1,6 +1,6 @@
 # Usage
 
-TSDB can be - and is - used by other applications such as [Cortex](https://cortexmetrics.io/) and [Thanos](https://thanos.io/).
+TSDB can be - and is - used by other applications such as [Cortex](https://cortexmetrics.io/), [Thanos](https://thanos.io/), and [Grafana Mimir](https://grafana.com/oss/mimir/).
 This directory contains documentation for any developers who wish to work on or with TSDB.
 
 For a full example of instantiating a database, adding and querying data, see the [tsdb example in the docs](https://pkg.go.dev/github.com/prometheus/prometheus/tsdb).
@@ -18,7 +18,7 @@ A `DB` has the following main components:
 * [`Head`](https://pkg.go.dev/github.com/prometheus/prometheus/tsdb#DB.Head)
 * [Blocks (persistent blocks)](https://pkg.go.dev/github.com/prometheus/prometheus/tsdb#DB.Blocks)
 
-The `Head` is responsible for a lot.  Here are its main components:
+The `Head` is responsible for a lot. Here are its main components:
 
 * [WAL](https://pkg.go.dev/github.com/prometheus/prometheus/tsdb/wal#WAL) (Write Ahead Log).
 * [`stripeSeries`](https://github.com/prometheus/prometheus/blob/411021ada9ab41095923b8d2df9365b632fd40c3/tsdb/head.go#L1292):
diff --git a/tsdb/exemplar.go b/tsdb/exemplar.go
index 3dd784c6234..213fff5c255 100644
--- a/tsdb/exemplar.go
+++ b/tsdb/exemplar.go
@@ -111,7 +111,7 @@ func NewExemplarMetrics(reg prometheus.Registerer) *ExemplarMetrics {
 	return &m
 }
 
-// NewCircularExemplarStorage creates an circular in memory exemplar storage.
+// NewCircularExemplarStorage creates a circular in memory exemplar storage.
 // If we assume the average case 95 bytes per exemplar we can fit 5651272 exemplars in
 // 1GB of extra memory, accounting for the fact that this is heap allocated space.
 // If len <= 0, then the exemplar storage is essentially a noop storage but can later be
diff --git a/tsdb/head_append.go b/tsdb/head_append.go
index efd573b4104..224f65314a1 100644
--- a/tsdb/head_append.go
+++ b/tsdb/head_append.go
@@ -1467,8 +1467,8 @@ func (s *memSeries) mmapChunks(chunkDiskMapper *chunks.ChunkDiskMapper) (count i
 		return
 	}
 
-	// Write chunks starting from the oldest one and stop before we get to current s.headChunk.
-	// If we have this chain: s.headChunk{t4} -> t3 -> t2 -> t1 -> t0
+	// Write chunks starting from the oldest one and stop before we get to current s.headChunks.
+	// If we have this chain: s.headChunks{t4} -> t3 -> t2 -> t1 -> t0
 	// then we need to write chunks t0 to t3, but skip s.headChunks.
 	for i := s.headChunks.len() - 1; i > 0; i-- {
 		chk := s.headChunks.atOffset(i)
diff --git a/tsdb/head_wal.go b/tsdb/head_wal.go
index 076768f4ef7..41f7dd46b21 100644
--- a/tsdb/head_wal.go
+++ b/tsdb/head_wal.go
@@ -1496,7 +1496,7 @@ Outer:
 			}
 
 		default:
-			// This is a record type we don't understand. It is either and old format from earlier versions,
+			// This is a record type we don't understand. It is either an old format from earlier versions,
 			// or a new format and the code was rolled back to old version.
 			loopErr = fmt.Errorf("unsupported snapshot record type 0b%b", rec[0])
 			break Outer
diff --git a/tsdb/index/index.go b/tsdb/index/index.go
index 89c2041a765..69e2581257a 100644
--- a/tsdb/index/index.go
+++ b/tsdb/index/index.go
@@ -158,7 +158,7 @@ type Writer struct {
 	postingsEncoder PostingsEncoder
 }
 
-// TOC represents index Table Of Content that states where each section of index starts.
+// TOC represents the index Table Of Contents that states where each section of the index starts.
 type TOC struct {
 	Symbols           uint64
 	Series            uint64
@@ -168,7 +168,7 @@ type TOC struct {
 	PostingsTable     uint64
 }
 
-// NewTOCFromByteSlice return parsed TOC from given index byte slice.
+// NewTOCFromByteSlice returns a parsed TOC from the given index byte slice.
 func NewTOCFromByteSlice(bs ByteSlice) (*TOC, error) {
 	if bs.Len() < indexTOCLen {
 		return nil, encoding.ErrInvalidSize
diff --git a/tsdb/record/record.go b/tsdb/record/record.go
index 8a8409e55f9..c95b25f06ef 100644
--- a/tsdb/record/record.go
+++ b/tsdb/record/record.go
@@ -163,7 +163,7 @@ type RefMetadata struct {
 	Help string
 }
 
-// RefExemplar is an exemplar with it's labels, timestamp, value the exemplar was collected/observed with, and a reference to a series.
+// RefExemplar is an exemplar with the labels, timestamp, value the exemplar was collected/observed with, and a reference to a series.
 type RefExemplar struct {
 	Ref    chunks.HeadSeriesRef
 	T      int64
@@ -798,7 +798,7 @@ func (e *Encoder) FloatHistogramSamples(histograms []RefFloatHistogramSample, b
 	return buf.Get()
 }
 
-// Encode encodes the Float Histogram into a byte slice.
+// EncodeFloatHistogram encodes the Float Histogram into a byte slice.
 func EncodeFloatHistogram(buf *encoding.Encbuf, h *histogram.FloatHistogram) {
 	buf.PutByte(byte(h.CounterResetHint))