United States v. Christian Estrella ( 2023 )


Menu:
  •                      FOR PUBLICATION
    UNITED STATES COURT OF APPEALS
    FOR THE NINTH CIRCUIT
    UNITED STATES OF AMERICA,                         No. 22-10027
    Plaintiff-Appellee,                D.C. No.
    3:19-cr-00517-
    v.                                               WHO-1
    CHRISTIAN ALEJANDRO
    ESTRELLA,                                           OPINION
    Defendant-Appellant.
    Appeal from the United States District Court
    for the Northern District of California
    William Horsley Orrick, District Judge, Presiding
    Argued and Submitted February 7, 2023
    San Francisco, California
    Filed June 6, 2023
    Before: Jay S. Bybee and Patrick J. Bumatay, Circuit
    Judges, and Richard D. Bennett,* Senior District Judge.
    Opinion by Judge Bennett
    *
    The Honorable Richard D. Bennett, United States Senior District Judge
    for the District of Maryland, sitting by designation.
    2                   UNITED STATES V. ESTRELLA
    SUMMARY**
    Criminal Law
    The panel affirmed the district court’s denial of Christian
    Alejandro Estrella’s motion to suppress evidence in a case in
    which Estrella entered a conditional guilty plea to being a
    felon in possession of a firearm and ammunition.
    Estrella was arrested after two officers discovered a
    handgun concealed in his vehicle. At the time of this
    encounter, Estrella was a registered gang member on
    California state parole, and was subject to a suspicionless
    search condition that has been upheld by the Supreme Court.
    Estrella argued on appeal that the officers did not have
    advance knowledge that he was on parole at the time of this
    encounter. It is firmly established that a search of a parolee
    that complies with the terms of a valid search condition will
    usually be deemed reasonable under the Fourth Amendment.
    This Court has held that as a threshold requirement an officer
    must know of a detainee’s parole status before that person
    can be detained and searched pursuant to a parole condition.
    But the Court has yet to specifically address how precise that
    knowledge must be.
    The panel held that a law enforcement officer must have
    probable cause to believe that a person is on active parole
    before conducting a suspicionless search or seizure pursuant
    to a parole condition. Consistent with caselaw, and with
    general Fourth Amendment principles, the officer must
    **
    This summary constitutes no part of the opinion of the court. It has
    been prepared by court staff for the convenience of the reader.
    UNITED STATES V. ESTRELLA                 3
    possess advance knowledge of an applicable parole
    condition before they may detain or search a parolee. That
    knowledge must be particularized enough for the officer to
    be aware that a parole condition applies and authorizes the
    encounter. However, the officer need not be absolutely
    certain, with ongoing day-by-day or minute-by-minute
    awareness of the subject’s parole status. Instead, it is
    sufficient for the officer to find, using the well-established
    rules governing probable cause, that the individual to be
    searched is on active parole, and an applicable parole
    condition authorizes the search or seizure at issue.
    Applying this standard, the panel concluded that the
    arresting officers had probable cause to believe that Estrella
    remained on active parole when he was detained and
    searched. The panel further held that this encounter did not
    violate California’s independent prohibition on arbitrary,
    capricious, or harassing searches.
    COUNSEL
    Yevgeniy M. Parkman (argued) and Angela Chuang,
    Assistant Federal Public Defenders; Jodi Linker, Federal
    Public Defender; Federal Public Defender’s Office; San
    Francisco, California; for Defendant-Appellant.
    Molly Smolen (argued) and Kristina Green, Assistant United
    States Attorneys; Matthew M. Yelovich, Appellate Section
    Chief, Criminal Division; Stephanie M. Hinds, United States
    Attorney; Office of the United States Attorney; San
    Francisco, California; for Plaintiff-Appellee.
    4                 UNITED STATES V. ESTRELLA
    OPINION
    BENNETT, District Judge:
    On August 14, 2019, Appellant Christian Alejandro
    Estrella (“Estrella”) was arrested as a felon in unlawful
    possession of a firearm after two officers discovered a
    handgun and ammunition concealed in his vehicle. At the
    time of this encounter, Estrella was a registered gang
    member on California state parole, and was subject to a
    suspicionless search condition that has been upheld by the
    Supreme Court. See 
    Cal. Penal Code § 3067
    (b)(3); see also
    Samson v. California, 
    547 U.S. 843
    , 857 (2006). After
    entering a plea of guilty and preserving his right to appeal,
    Estrella appeals the district court’s denial of his motion to
    suppress evidence, arguing that the officers did not have
    advance knowledge that he was on parole at the time of this
    encounter. We have jurisdiction pursuant to 
    28 U.S.C. § 1291
    , and we affirm.
    It is firmly established that “[a] search of a parolee that
    complies with the terms of a valid search condition will
    usually be deemed reasonable under the Fourth
    Amendment.” United States v. Cervantes, 
    859 F.3d 1175
    ,
    1183 (9th Cir. 2017). As a threshold requirement, we have
    held that “an officer must know of a detainee’s parole status
    before that person can be detained and searched pursuant to
    a parole condition.” Moreno v. Baca, 
    431 F.3d 633
    , 641 (9th
    Cir. 2005). However, this Court has yet to specifically
    address how precise that knowledge must be.
    For the reasons articulated below, we now hold that a law
    enforcement officer must have probable cause to believe that
    a person is on active parole before he may be detained and
    searched pursuant to a parole condition. Although a law
    UNITED STATES V. ESTRELLA                  5
    enforcement officer must have “advance knowledge” that
    the detainee remains on active parole, United States v.
    Cesares, 
    533 F.3d 1064
    , 1076 (9th Cir. 2008), the officer
    need not “know to an absolute certainty,” with precise day-
    by-day or minute-by-minute information of the detainee’s
    parole status, People v. Douglas, 
    193 Cal. Rptr. 3d 79
    , 89
    (Cal. Ct. App. 2015). It is sufficient for the officer to
    determine, using the well-established rules governing
    probable cause, that the individual to be detained and
    searched is on active parole, and that an applicable parole
    condition authorizes the challenged search or seizure.
    Applying this standard, we conclude that the arresting
    officers had probable cause to believe that Estrella remained
    on active parole when he was detained and searched on
    August 14, 2019. We further hold that this encounter did not
    violate California’s independent prohibition on arbitrary,
    capricious, or harassing searches. Accordingly, we affirm
    the denial of Estrella’s motion to suppress.
    BACKGROUND
    As this appeal arises from the denial of a motion to
    suppress, we review the facts set forth in the district court’s
    order denying that motion, and the declarations, exhibits,
    and footage upon which that order was founded. “We review
    the denial of a motion to suppress de novo, and any
    underlying findings of fact for clear error.” United States v.
    Vandergroen, 
    964 F.3d 876
    , 878 (9th Cir. 2020). In 2015,
    Estrella stipulated to a gang-related sentence enhancement
    following a conviction for Obstructing or Resisting an
    Executive Officer, in violation of 
    Cal. Penal Code § 69
    . As
    part of his gang registration requirements, Estrella admitted
    that he had been a member of the Angelino Heights Sureños,
    6                    UNITED STATES V. ESTRELLA
    a criminal gang based in Santa Rosa, California, for five
    years.
    Following his release from prison, Estrella relocated to
    Lakeport, California. On July 2, 2018, Estrella visited the
    Lakeport Police Department (“LPD”) to register as a
    convicted gang member, as required by 
    Cal. Penal Code § 186.30
    . The police department informed Officer Tyler
    Trouette (“Trouette”), LPD’s gang specialist and a member
    of the Lake County Gang Task Force,1 that Estrella was on
    parole and was registered as a member of the Angelino
    Heights Sureños gang. Trouette familiarized himself with
    Estrella’s “criminal history and his previous gang-related
    convictions.” However, the record is silent as to whether
    Trouette personally became aware of the date Estrella’s
    parole was set to conclude.
    On July 3, 2018, one day after Estrella completed his
    gang registration, Trouette visited Estrella at his home.
    According to the Government, Trouette and Estrella
    discussed Estrella’s parole conditions, and confirmed that he
    was prohibited from associating with a gang or wearing gang
    attire. In his declaration, cited by the district court, Trouette
    describes this conversation as follows:
    I told Mr. Estrella that I had not yet reviewed
    his gang conditions, but I presumed that they
    included that he could not associate with
    1
    The Lake County Gang Task Force “is a county-wide joint task force
    with participants from several law enforcement agencies operating in
    Lake County.” The task force held monthly meetings, during which its
    members were apprised of “gang activity in Lake County as well as
    individual gang members and law enforcement efforts relating to crimes
    perpetrated by gangs.” Its members were also responsible for
    investigating gang activity on behalf of their local police department.
    UNITED STATES V. ESTRELLA                          7
    other gang members or possess things that are
    associated with the gang. Mr. Estrella said
    that he knew all the rules. Later in the
    conversation, I told him that LPD had
    knowledge of the Angelino[] Heights
    Sure[ñ]os and that he would not get away
    with wearing Oakland Athletics’ hats or other
    things like that. Based on my training and
    experience, I know Oakland Athletics’ hats
    are commonly worn by members of the
    Angelino[] Heights Sure[ñ]os because, to
    members of the gang, the ‘A’ on the hat
    signifies ‘Angelino.’
    Thereafter, between July 2018 and August 2019, Trouette
    “had several additional conversations with . . . Estrella’s
    parole officer about . . . Estrella.” Through these
    conversations, the parole officer informed Trouette of
    Estrella’s “conditions of parole and gang terms.”
    Additionally, in April 2019, the parole officer informed
    Trouette that Estrella “had violated his parole by committing
    a battery.”2 He did not indicate at any point that Estrella’s
    parole was soon to expire.
    This appeal arises from an encounter between Trouette
    and Estrella on August 14, 2019—fourteen months after
    Trouette learned that Estrella had been placed on parole, and
    only four months after Trouette was informed that Estrella
    had violated his parole conditions. At the time, Trouette was
    the Field Training Officer for Officer Ryan Cooley
    (“Cooley”), a new officer enrolled in LPD’s field training
    2
    The record does not suggest that any action was taken as a result of this
    alleged parole violation.
    8                    UNITED STATES V. ESTRELLA
    program. At about 8:00 p.m., Trouette and Cooley were
    driving westbound on Lakeport’s Armstrong Street in a
    marked patrol car. As they passed Polk Street, Trouette saw
    Estrella standing outside his residence next to a white Honda
    Accord and decided “to check up on him and verify that he
    was abiding by the terms of his parole.” However, he
    declined to inform Cooley of Estrella’s parole conditions, as
    he wanted the trainee to “find the relevant information
    through his own investigation.”
    The officers turned around and drove up Polk Street. As
    they approached Estrella, Trouette observed that the
    defendant was wearing an Oakland Athletics hat, which he
    recognized as a sign of the Angelino Heights Sureños gang
    and a violation of Estrella’s parole condition prohibiting
    gang symbols and attire. The officers parked “several car
    lengths” down the street and approached on foot, in full
    police uniform and with their guns visible. Estrella walked
    towards them and met them partway.3
    A short conversation ensued. Cooley asked Estrella
    “what he was up to.” Estrella explained that he had just
    returned home from work and was working on his car.
    Trouette instructed Cooley to inform dispatch of their
    location, and Cooley stepped away to convey this
    information. While Cooley was speaking to dispatch,
    3
    The parties contest whether the officers directed Estrella to stop or to
    approach. This appears to be an unresolved factual dispute: Estrella
    alleges in his declaration that the officers “indicated to [him] to stop,”
    while Officers Trouette and Cooley attest in their declarations that they
    gave no such order, and the officers’ body camera footage begins after
    this point. The district court observed and highlighted this dispute but
    declined to resolve it. As we ultimately hold that this encounter was a
    valid parole seizure pursuant to 
    Cal. Penal Code § 3067
    , we need not
    reach this issue.
    UNITED STATES V. ESTRELLA                          9
    Estrella’s mother came out of the house, and Trouette
    inquired about the Oakland Athletics hat. Estrella described
    it as a “work hat,”4 but Trouette reiterated that Estrella was
    “flying [his] Angelino Heights ‘A,’” and that he “shouldn’t
    be wearing [it].”
    About ninety seconds after the encounter began, Cooley
    returned to the scene. Cooley asked Estrella whether he had
    identification and whether he was on probation or parole.
    Estrella confirmed that he was on parole and volunteered his
    driver’s license, and Cooley again contacted dispatch to
    verify this information. Dispatch confirmed that Estrella was
    on probation until October 2019, that he was on California
    parole until 2020, and that he had registered as a convicted
    felon and a member of the Angelino Heights Sureños gang.
    Thereafter, the officers searched his person and his vehicle.
    Estrella informed Trouette that he had a gun in the car, and
    the officer promptly placed him under arrest. Cooley found
    a loaded Ruger 9mm handgun and nine rounds of
    ammunition in the car’s center console.
    On October 10, 2019, Estrella was indicted for being a
    felon in possession of a firearm and ammunition, in violation
    of 
    18 U.S.C. § 922
    (g)(1). On January 31, 2020, Estrella
    moved to suppress the handgun found in the car. The parties’
    arguments turned primarily on whether the encounter was
    valid as a parole search and seizure, pursuant to 
    Cal. Penal Code § 3067
    . Estrella claimed that the roadside encounter
    was a Fourth Amendment seizure, and that this Court’s
    precedent requires an officer to have “actual knowledge” of
    an applicable parole condition before they may detain and
    search a parolee. As Trouette was unaware of the precise end
    4
    Estrella explained in his declaration that he was wearing this hat to keep
    his hair out of his eyes as he worked on his car.
    10                UNITED STATES V. ESTRELLA
    date of Estrella’s parole, Estrella argued that Trouette did not
    possess the requisite knowledge to conduct a parole search
    or seizure. The Government responded by arguing that
    Trouette had a “reasonable belief” in Estrella’s parole status
    due to his meeting with Estrella, his conversations with
    Estrella’s parole officer, his knowledge of a recent parole
    violation, and his experience with the standard terms of
    California parole. In the alternative, the Government argued
    that Estrella had not been “seized” for Fourth Amendment
    purposes before acknowledging that he was on parole.
    Following a hearing, the district court denied Estrella’s
    motion to suppress. The court assumed without deciding that
    a seizure had occurred but found that it was valid as a parole
    seizure regardless. The court concluded that Trouette had a
    “reasonable belief” in Estrella’s parole status and that “this
    level of knowledge is sufficient” to justify a suspicionless
    parole seizure under 
    Cal. Penal Code § 3067
    , as construed in
    Samson, 
    547 U.S. at
    846–47. Estrella entered a guilty plea
    pursuant to Fed. R. Crim. P. Rule 11(a)(2), preserving his
    right to appeal the denial of his motion to suppress. On
    January 27, 2022, he was sentenced to time served followed
    by a three-year period of supervised release and referred to
    the district court’s alternatives to incarceration program. He
    was also directed to forfeit the firearm and ammunition
    seized during the search, and to pay a $100 special
    assessment.
    This appeal followed.
    STANDARD OF REVIEW
    We review the denial of a motion to suppress evidence
    de novo. United States v. Peterson, 
    995 F.3d 1061
    , 1064 (9th
    Cir. 2021), cert. denied, 
    142 S. Ct. 472 (2021)
    ; United States
    v. Torres, 
    828 F.3d 1113
    , 1118 (9th Cir. 2016); United States
    UNITED STATES V. ESTRELLA                11
    v. Forrester, 
    512 F.3d 500
    , 506 (9th Cir. 2008). The district
    court’s underlying factual findings are reviewed for clear
    error, Peterson, 995 F.3d at 1064, while pure questions of
    law and mixed questions of law and fact are reviewed de
    novo. See United States v. Scott, 
    705 F.3d 410
    , 414–15 (9th
    Cir. 2012). Additionally, this Court may affirm the denial of
    a motion to suppress “on any basis supported by the record.”
    United States v. McClendon, 
    713 F.3d 1211
    , 1218 (9th Cir.
    2013).
    DISCUSSION
    The Fourth Amendment to the United States
    Constitution protects “[t]he right of the people to be secure
    in their persons, houses, papers, and effects, against
    unreasonable searches and seizures.” U.S. Const. amend.
    IV; see also Carpenter v. United States, 
    138 S. Ct. 2206
    ,
    2214 (2018) (“[T]he Amendment seeks to secure ‘the
    privacies of life’ against ‘arbitrary power.’” (quoting Boyd
    v. United States, 
    116 U.S. 616
    , 630 (1886))). It is firmly
    established that searches or seizures “conducted outside the
    judicial process, without prior approval by judge or
    magistrate, are per se unreasonable under the Fourth
    Amendment—subject only to a few specifically established
    and well delineated exceptions.” United States v. Brown, 
    996 F.3d 998
    , 1004 (9th Cir. 2021) (quoting Minnesota v.
    Dickerson, 
    508 U.S. 366
    , 372 (1993)). Among these
    exceptions, “[a] search of a parolee that complies with the
    terms of a valid search condition will usually be deemed
    reasonable under the Fourth Amendment.” Cervantes, 
    859 F.3d at 1183
    ; United States v. Job, 
    871 F.3d 852
    , 859 (9th
    Cir. 2017); United States v. King, 
    736 F.3d 805
    , 810 (9th Cir.
    2013).
    12                UNITED STATES V. ESTRELLA
    The State of California imposes expansive search
    conditions on its parolees. Pursuant to 
    Cal. Penal Code § 3067
    (b)(3), every parolee under the state’s supervision “is
    subject to search or seizure . . . at any time of the day or
    night, with or without a search warrant or with or without
    cause.” In Samson v. California, the Supreme Court held that
    this broad provision satisfies the mandates of the Fourth
    Amendment, as the state’s interests in public safety and
    reintegration outweigh the privacy interests of its parolees.
    
    547 U.S. 843
    , 857 (2006). As parole is a “an established
    variation on imprisonment” subject to strict monitoring and
    behavioral conditions, 
    id. at 850
     (quoting Morrissey v.
    Brewer, 
    408 U.S. 471
    , 477 (1972)), parolees’ expectations
    of privacy are “severely diminished . . . by virtue of their
    status alone,” id. at 852. Those limited privacy interests are
    comprehensively outmatched by the state’s “‘overwhelming
    interest’ in supervising parolees” to reduce recidivism and
    “promot[e] reintegration and positive citizenship.” Id. at 853
    (quoting Penn. Bd. of Probation & Parole v. Scott, 
    524 U.S. 357
    , 365 (1998)).
    Nevertheless, law enforcement officers do not possess
    unfettered discretion to detain and search suspected parolees.
    Two principles constrain an officer’s authority to conduct a
    suspicionless parole search or seizure pursuant to 
    Cal. Penal Code § 3067
    (b)(3). See United States v. Korte, 
    918 F.3d 750
    ,
    754 n.1 (9th Cir. 2019); United States v. Grandberry, 
    730 F.3d 968
    , 975 (9th Cir. 2013). First, law enforcement must
    know that the subject is on active parole before initiating a
    search or seizure pursuant to a parole condition. Moreno,
    
    431 F.3d at 641
    . Second, the encounter must not violate
    California’s statutory prohibition on “arbitrary, capricious or
    harassing” searches. Korte, 918 F.3d at 754 n.1; see 
    Cal. Penal Code § 3067
    (d) (“It is not the intent of the Legislature
    UNITED STATES V. ESTRELLA                        13
    to authorize law enforcement officers to conduct searches for
    the sole purpose of harassment.”).
    Estrella invokes both limitations to argue that his
    detention and search violate the Fourth Amendment.5 First,
    Estrella claims that an officer must possess “actual
    knowledge” of the suspect’s parole status before conducting
    a suspicionless search or seizure pursuant to a parole
    condition. Applying this framework, he argues that Trouette
    did not know that Estrella was on active parole, as Trouette
    did not know precisely when Estrella’s parole had begun or
    when it was scheduled to conclude. Second, Estrella argues
    this encounter was arbitrary, capricious, or harassing, as
    Trouette was motivated to train Cooley, not by legitimate
    law enforcement concerns. Both arguments fail. For the
    reasons detailed below, we hold that an officer must have
    probable cause to believe that a person is on active parole
    before initiating a parole search, and that the information
    known to Trouette at the time of the encounter satisfied this
    requirement. Additionally, we hold that this encounter does
    5
    The district court assumed without deciding that Estrella was detained.
    Generally, whether a consensual encounter escalates into a seizure
    depends on the totality of the circumstances surrounding the encounter.
    Brown, 996 F.3d at 1005; accord United States v. Mendenhall, 
    446 U.S. 544
    , 557–58 (1980) (“[A] person has been ‘seized’ within the meaning
    of the Fourth Amendment only if, in view of all of the circumstances
    surrounding the incident, a reasonable person would have believed that
    he was not free to leave.”). As discussed above, there is an outstanding
    factual dispute as to whether the officers commanded Estrella to stop. As
    this dispute is inextricable from the totality of the circumstances, we
    assume without deciding that a seizure occurred, and address only the
    parole search exception. Cf. McClendon, 
    713 F.3d at 1218
     (holding that
    this Court may affirm the denial of a motion to suppress “on any basis
    supported by the record”).
    14                 UNITED STATES V. ESTRELLA
    not violate California’s prohibition on arbitrary, capricious,
    and harassing searches.
    I.      Knowledge Prerequisite to Parole Searches
    The parties dispute whether Trouette had sufficient
    knowledge of Estrella’s parole status to detain and search
    him pursuant to 
    Cal. Penal Code § 3067
    . Broadly, the Fourth
    Amendment requires officers to have knowledge of the facts
    justifying a search or seizure at the time of the challenged
    encounter. See Moreno, 
    431 F.3d at 639
    ; see, e.g., Job, 
    871 F.3d at 860
    ; United States v. Magallon-Lopez, 
    817 F.3d 671
    ,
    675 (9th Cir. 2016). Those same principles require that “an
    officer must know of a detainee’s parole status before that
    person can be detained and searched pursuant to a parole
    condition.” Moreno, 
    431 F.3d at 641
    ; see also People v.
    Sanders, 
    73 P.3d 496
    , 505 (2003). An officer cannot
    retroactively validate a search or seizure conducted without
    suspicion by later discovering that the person searched was
    on active parole and subject to an applicable search
    condition. Moreno, 
    431 F.3d at 641
    ; accord Fitzgerald v.
    City of Los Angeles, 
    485 F. Supp. 2d 1137
    , 1143 (C.D. Cal.
    2007) (“[A]dvance knowledge of a parolee’s status is critical
    to the constitutionality of a suspicionless search of a parolee.
    . . . If the officer learns of this status after the suspicionless
    search has commenced, the search is in violation of the
    Fourth Amendment.”).
    While we have held that an officer must possess advance
    knowledge of a parolee’s status to conduct a parole search,
    we have yet to decide how precise that knowledge must be.
    As the LPD’s gang specialist, Trouette was familiar with the
    effect of gang-related convictions and the typical length of
    California parole terms. Prior to the encounter on August 14,
    2019, he had spoken with Estrella personally, familiarized
    UNITED STATES V. ESTRELLA                           15
    himself with Estrella’s case, and held several conversations
    with Estrella’s parole officer to discuss his “conditions of
    parole and gang terms.” During these conversations,
    Trouette learned that Estrella had been on parole since
    roughly July 2018, that Estrella was prohibited from
    associating with gang members or wearing gang attire, and
    that Estrella had violated a parole condition in April 2019.
    However, the record is silent as to whether he was ever
    informed of the precise date that Estrella’s parole
    commenced, or when it was scheduled to conclude.6
    Accordingly, this case raises a question of degree: What
    level of prior knowledge must an officer possess to initiate a
    suspicionless parole search?
    ***
    Estrella relies on United States v. Caseres, in which we
    held that California’s statutory search condition “validates a
    search only if the police had advance knowledge that the
    search condition applied.” 
    533 F.3d 1064
    , 1075–76 (9th Cir.
    2008). In Caseres, the defendant was arrested following a
    foot chase, and admitted to the arresting officer that he was
    on parole. 
    Id.
     at 1067–68, 1074. Sometime later, officers
    6
    It is undisputed that Cooley was entirely unaware of Estrella’s parole
    status at the time of the challenged encounter. However, Trouette’s
    knowledge is imputed to Cooley under the collective knowledge
    doctrine. See United States v. Villasenor, 
    608 F.3d 467
    , 475 (9th Cir.
    2010) (holding that knowledge may be imputed between officers (1)
    “where law enforcement agents are working together in an investigation
    but have not explicitly communicated the facts each has independently
    learned,” or (2) “where an officer . . . with direct personal knowledge of
    all the facts necessary to give rise to reasonable suspicion . . . directs or
    requests that another officer . . . conduct a stop, search, or arrest”
    (quoting United States v. Ramirez, 
    473 F.3d 1026
    , 1032–33 (9th Cir.
    2007))).
    16                    UNITED STATES V. ESTRELLA
    searched the defendant’s car without any reason to believe it
    contained evidence of a crime, and discovered a firearm and
    ammunition that led to charges as a felon in possession. 
    Id. at 1068, 1076
    . The district court denied the defendant’s
    motion to suppress, and the defendant entered a conditional
    guilty plea. 
    Id. at 1068
    . We upheld the arrest but found the
    search unconstitutional. 
    Id. at 1069, 1076
    .7 Although the
    officer had testified that he “was aware Caseres was on
    parole prior to ordering the search of his vehicle,” the
    government had failed to show that the officer “was aware
    that 
    Cal. Pen. Code § 3067
     applied.” 
    Id. at 1076
    . We
    specifically noted that the record was devoid of evidence that
    the officer knew the defendant “was a parolee of the State of
    California, to whom § 3067(a) applied,” or that the officer
    “knew whether Caseres’s prior offense had been committed
    prior to January 1, 1997,” as required by the statute. Id.
    Estrella analogizes Caseres to argue that the “advance
    knowledge” requirement set forth by our caselaw demands
    nothing short of “actual knowledge.” He proposes a rigorous
    standard under which “[a]n officer does not know that a
    person is presently on parole unless the facts known to the
    officer require that conclusion.” Any lesser rule, he argues,
    would depart from our precedent and derogate from the
    privacy protections embodied by the Fourth Amendment,
    7
    The district court in Caseres held the search was justified as a search
    incident to arrest or an inventory search, each separate exceptions to the
    warrant requirement. Id. at 1070; see South Dakota v. Opperman, 
    428 U.S. 364
    , 372 (1976) (inventory search); United States v. Robinson, 
    414 U.S. 218
    , 235 (1973) (search incident to arrest). We found both
    exceptions inapplicable, as the search of Caseres’ vehicle “was too far
    removed in time from the arrest” to qualify as a search incident to arrest,
    and that it did not “serve any community caretaking purpose,” as
    required for an inventory search. Caseres, 
    533 F.3d at 1074
    .
    UNITED STATES V. ESTRELLA                 17
    encouraging unfettered searches of suspected parolees.
    Applying this standard, Estrella argues that Trouette lacked
    advance knowledge of Estrella’s parole status, as he did not
    know the precise end date of Estrella’s parole and did not
    call dispatch to update this information.
    This argument reads too much into our caselaw. The
    “advance knowledge” threshold imposed by our
    jurisprudence is not an “actual knowledge” requirement.
    Rather, it addresses the general prohibition on retroactive
    justifications. While we have held that the parole search
    exception “validates a search only if the police had advance
    knowledge that the search condition applied,” Caseres, 
    533 F.3d at
    1075–76, the thrust and import of this rule is that
    officers “cannot retroactively justify a suspicionless search
    and arrest on the basis of an after-the-fact discovery of an
    arrest warrant or a parole condition.” Moreno, 
    431 F.3d at 641
    ; accord Fitzgerald, 
    485 F. Supp. 2d at 1142
     (“[A]
    knowledge-first requirement is appropriate to deter future
    police misconduct and to effectuate the Fourth
    Amendment’s guarantee against unreasonable searches and
    seizures” (quoting Sanders, 
    73 P.3d at 504
    )). Although these
    cases found the officer’s lack of advance knowledge
    dispositive, they did not discuss or decide the standard for
    knowledge. Such a standard should not be assumed. See
    United States v. Kirilyuk, 
    29 F.4th 1128
    , 1134 (9th Cir.
    2022) (“[C]ases are not precedential for propositions not
    considered, or for matters that are simply assumed.” (cleaned
    up)).
    Nor do we read the facts of Caseres to demand such a
    rigorous requirement. The relevant issue in Caseres was
    whether “the search of Caseres’s car can be justified after the
    fact as a parole search.” 
    533 F.3d at 1075
    . As noted above,
    the officer in that case encountered the defendant during a
    18                    UNITED STATES V. ESTRELLA
    routine traffic stop, arrested him after an altercation and a
    foot-chase, and searched his vehicle without suspicion. 
    Id.
     at
    1067–68. The government’s central shortcoming was its
    failure to establish that the officer “was aware that 
    Cal. Pen. Code § 3067
     applied before he ordered the search of
    Caseres’s car,” as he did not know “when, and in what state,
    Caseres committed the crime for which he was paroled,” or
    whether he had committed an offense within the ambit of the
    statute. 
    Id. at 1076
    .8 There is no such uncertainty here.
    Officer Trouette knew Estrella had been placed on California
    parole, was familiar with his criminal history,9 spoke with
    him about his parole conditions, maintained contact with his
    parole officer, and learned of a recent parole violation. These
    facts are sufficient to bring this case outside the
    contemplation of Caseres.
    As we are not constrained by our precedent, we decline
    to adopt the inflexible standard Estrella proposes, which
    would create practical problems for everyday police work. If
    the standard is “actual knowledge,” with no latitude for
    uncertainty, officers must possess “up-to-the-minute
    8
    Furthermore, the government argued that the search of Caseres’ vehicle
    was either a search incident to arrest or an inventory search, and the
    district court ruled exclusively on that basis. 
    Id.
     at 1074–75. The
    government did not invoke the parole search exception until appeal. 
    Id. at 1070, 1075
    . In this important sense, any application of the parole
    search exception would have been retroactive. Comparatively, the
    encounter at issue in this case was justified, start to finish, as a parole
    detention and a parole search.
    9
    Estrella does not appear to contend that Trouette did not know whether
    he had committed his crime before January 1, 1997. This is for good
    reason. Estrella’s gang registration paperwork indicates that he had been
    arrested in 2015 and 2018 for the conviction that placed him on parole.
    Additionally, as Estrella was born in 1994, he would have been only
    about three years old by the time specified in 
    Cal. Penal Code § 3067
    .
    UNITED STATES V. ESTRELLA                          19
    information” of a parolee’s status before proceeding with a
    routine compliance check. Cf. Douglas, 193 Cal. Rptr. 3d at
    89. It is easy to imagine a scenario where Trouette sees
    Estrella’s name on a parole list and elects to search him four
    days later rather than four months—without double-
    checking police records, but with every reason to believe that
    he remains on parole. It is equally easy to conceive of a
    scenario where Trouette knows of the exact date Estrella’s
    parole was scheduled to end—but Estrella’s parole is
    terminated early, and Trouette conducts a compliance check
    the following day. Under Estrella’s proposed standard, either
    scenario would be constitutionally infirm, and any
    imperfection in an officer’s knowledge would be fatal. Such
    a result is incompatible with the Fourth Amendment, which
    calls for reasonable determinations, and does not demand
    certainty. See Hill v. California, 
    401 U.S. 797
    , 804 (1971)
    (“[S]ufficient probability, not certainty, is the touchstone of
    reasonableness under the Fourth Amendment.”); see, e.g.,
    Florida v. Harris, 
    568 U.S. 237
    , 244 (2013); Ohio v.
    Robinette, 
    519 U.S. 33
    , 39 (1996); Florida v. Bostick, 
    501 U.S. 429
    , 439 (1991); Illinois v. Gates, 
    462 U.S. 213
    , 232
    (1983).10
    10
    The Government responds to Estrella’s argument in part by insisting
    that a person acting “with an awareness of the high probability of the
    existence of the fact in question” is functionally acting with knowledge.
    United States v. Jewell, 
    532 F.2d 697
    , 700 (9th Cir. 1976). Although we
    decline to adopt Estrella’s proposed standard, we reject this
    counterargument as an inaccurate construction of our precedent on the
    definition of “knowledge.” As we have clarified, the “high probability of
    awareness” standard only applies “in situations where the evidence
    justifies an argument of willful blindness,” and “has never been used in
    this circuit as a definition of actual knowledge.” United States v. Aguilar,
    
    80 F.3d 329
    , 332 (9th Cir. 1996).
    20                   UNITED STATES V. ESTRELLA
    ***
    The Government suggests that we adopt the standard
    outlined in People v. Douglas, in which a California
    appellate court held that “[a]n officer ‘knows’ a subject is on
    [parole] if the officer’s belief is objectively reasonable.” 
    193 Cal. Rptr. 3d 79
    , 89–90 (Cal. Ct. App. 2015). In Douglas, an
    officer on patrol detained a probationer and searched his
    vehicle without probable cause, discovering a firearm that
    led to felon in possession charges. 
    Id.
     at 82–83. The officer
    did not consult the police database to verify that the
    defendant was on probation before conducting the search. 
    Id.
    However, he had arrested the defendant for weapon
    possession two years prior, and he recalled seeing the
    defendant’s name on a list of probationers “within the
    preceding two months.” 
    Id.
     The trial court denied the
    defendant’s motion to suppress, and the appellate court
    affirmed. 
    Id.
     at 83–84. At the outset, the court rejected the
    argument that an officer must have “absolute certainty”
    predicated on “up-to-the-minute information” to possess
    “advance knowledge” of an applicable search condition. 
    Id. at 89
    .11 Instead, the court analogized state and federal Fourth
    11
    Douglas dealt with a more stringent requirement than we address here.
    “Suspicionless searches are lawful in California for both probationers
    and parolees, so long as they are not conducted arbitrarily, capriciously,
    or for harassment.” 
    Id.
     at 85 (citing People v. Bravo, 
    738 P.2d 336
    , 342
    (Cal. 1987)). However, while “a suspicionless search condition is
    imposed on all parolees by statute,” courts “individualize the terms and
    conditions of probation to fit the offender.” Id. at 87. Accordingly, a
    probation search requires a more granular degree of knowledge than a
    parole search: “[I]n the case of probation searches, the officer must have
    some knowledge not just of the fact someone is on probation, but of the
    existence of a search clause broad enough to justify the search at issue.”
    Id. (citing Bravo, 738 P.3d at 338–41). As the government seeks to use
    UNITED STATES V. ESTRELLA                          21
    Amendment caselaw to hold that the officer’s belief in the
    defendant’s status need only be “objectively reasonable in
    the totality of the circumstances.” Id. at 89–90. Given the
    officer’s “knowledge of the law pertaining to firearms
    offenses . . . and the usual length of [probation],”
    corroborated by his familiarity with the defendant and recent
    confirmation of his probationer status, it was reasonable for
    him to believe that the defendant was still on probation. Id.
    at 93–94.
    This framework is consistent with generally applicable
    Fourth Amendment principles. Generally, the predicate
    circumstances that justify a challenged search or seizure
    must be known to the officer at the time of the challenged
    encounter. See Moreno, 
    431 F.3d at 639, 641
    ; accord Scott
    v. United States, 
    436 U.S. 128
    , 137 (1978) (“[A]lmost
    without exception in evaluating alleged violations of the
    Fourth Amendment the Court has first undertaken an
    objective assessment of an officer’s actions in light of the
    facts and circumstances then known to him.”).
    Consequently, officers cannot manufacture probable cause
    or an exception to the warrant requirement based on facts
    that are discovered during or after a search. Moreno, 
    431 F.3d at 639, 641
    ; see, e.g., Job, 
    871 F.3d at 859, 863
     (officers
    found search waiver after conducting pat-down search);
    United States v. Luckett, 
    484 F.2d 89
    , 90–91 (9th Cir. 1973)
    (officer discovered outstanding traffic warrant after
    detaining defendant). Thus, in nearly every situation,
    officers must have “advance knowledge” of the
    circumstances that justify a search or seizure.
    Estrella’s parole status to justify the seizure, that additional granularity
    is unnecessary here.
    22                UNITED STATES V. ESTRELLA
    However, the Fourth Amendment does not require
    perfection. As “the ultimate touchstone of the Fourth
    Amendment is reasonableness,” reasonable mistakes of fact
    or law do not invalidate a search or seizure that would
    otherwise satisfy constitutional muster. Heien v. North
    Carolina, 
    574 U.S. 54
    , 60–61 (2014) (quoting Riley v.
    California, 
    573 U.S. 373
    , 381 (2014)) (internal quotations
    omitted). Accordingly, an officer’s reasonable belief that the
    predicate circumstances exist to conduct a search or seizure
    is often constitutionally sufficient. See, e.g., Heien, 574 U.S.
    at 60–61, 66–68 (upholding traffic stop based on officer’s
    reasonable but mistaken belief that the defendant’s conduct
    was prohibited by state law); Illinois v. Rodriguez, 
    497 U.S. 177
    , 179–80, 189 (1990) (upholding consent search based on
    officer’s reasonable but mistaken belief that the individual
    had authority to consent); Hill v. California, 
    401 U.S. 797
    ,
    802–05 (1971) (upholding arrest where officers mistakenly
    arrested individual matching suspect’s description); United
    States v. Sledge, 
    650 F.2d 1075
    , 1077 (9th Cir. 1981)
    (upholding search of apartment based on officer’s
    reasonable but mistaken belief that the premises had been
    abandoned). This flexible evaluation reflects the idea that the
    exclusionary rule is meant to deter police misconduct—not
    to penalize officers who act reasonably. See United States v.
    Leon, 
    468 U.S. 897
    , 916 (1984).
    Nevertheless, although we concur with the principles
    articulated in Douglas, we conclude that probable cause is a
    more principled standard to apply. “Determining the
    reasonableness of a particular search involves balancing the
    degree to which the search intrudes upon an individual’s
    privacy against the degree to which the search is needed to
    further legitimate governmental interests.” Ioane v. Hodges,
    
    939 F.3d 945
    , 953 (9th Cir. 2018); accord Bell v. Wolfish,
    UNITED STATES V. ESTRELLA                  23
    
    441 U.S. 520
    , 559 (1979) (“In each case it requires a
    balancing of the need for the particular search against the
    invasion of personal rights that the search entails.”). The
    statute at issue here confers broad discretion to detain and
    search parolees “at any time of the day or night, with or
    without a search warrant or with or without cause.” 
    Cal. Penal Code § 3067
    (b)(3). Applied to parolees, whose
    expectations of privacy are diminished, this provision is
    reasonable. However, the precondition at issue in this case
    safeguards the rights of third parties, who retain their privacy
    interests in full. Granting officers too much latitude to search
    individuals who are believed to be on parole would create a
    substantial risk that third parties are searched or seized based
    on faulty assumptions about their parole status, and without
    any suspicion of criminal activity. Unfettered discretion of
    that nature is precisely what the Fourth Amendment
    proscribes. See Arizona v. Gant, 
    556 U.S. 332
    , 345 (2009).
    Probable cause is better calibrated to reduce the
    likelihood of such intrusions. “The rule of probable cause is
    a practical, nontechnical conception affording the best
    compromise that has been found for accommodating these
    often opposing interests.” Motley v. Parks, 
    432 F.3d 1072
    ,
    1080 (9th Cir. 2005) (quoting Brinegar v. United States, 
    338 U.S. 160
    , 176 (1949)), overruled on other grounds by United
    States v. King, 
    687 F.3d 1189
     (9th Cir. 2012). This
    framework has been developed through decades of caselaw
    and is familiar to law enforcement officers and judges across
    this circuit. The principled protections that it offers
    adequately balance “the individual’s right to liberty and the
    State’s duty to control crime,” Gerstein v. Pugh, 
    420 U.S. 103
    , 112 (1975), “safeguard[ing] citizens from rash and
    unreasonable interferences with privacy” while conferring
    commonsense flexibility to police officers, Brinegar, 338
    24                   UNITED STATES V. ESTRELLA
    U.S. at 176. Comparatively, the government’s “objectively
    reasonable belief” standard is amorphous, and could be
    construed to require either “probable cause” or “reasonable
    suspicion.” See, e.g., United States v. Gorman, 
    314 F.3d 1105
    , 1110–15 (9th Cir. 2002) (discussing confusion created
    by the “reasonable belief” prerequisite for residential
    searches, and ultimately equating this standard to probable
    cause). Defining the requisite knowledge as probable cause
    ameliorates this confusion.
    The probable cause threshold also accords with our
    caselaw defining the scope of a parole search. Before they
    may search property pursuant to a parole condition
    authorizing suspicionless searches, “officers must have a
    sufficient ‘degree of knowledge’ that the search condition
    applies to the place or object to be searched.” United States
    v. Dixon, 
    984 F.3d 814
    , 821 (9th Cir. 2022) (quoting United
    States v. Grandberry, 
    730 F.3d 968
    , 974 (9th Cir. 2013)).
    Implementing this prerequisite, we have twice defined the
    necessary “degree of knowledge” to be probable cause. See,
    e.g., Dixon, 984 F.3d at 822 (addressing searches of
    vehicles); Grandberry, 730 F.3d at 973 (addressing searches
    of homes).12 These cases recognize that a probable cause
    requirement provides ample protection for the interests of
    third parties—and that a lesser standard would undermine
    their most essential Fourth Amendment rights. Dixon, 984
    F.3d at 822 (“[A] reasonable suspicion standard runs the risk
    of officers conducting intrusive searches on vehicles that
    have no connection to the individual subject to the search
    12
    Once they are inside a parolee’s residence, officers “need only
    ‘reasonable suspicion’ that an item is owned, possessed, or controlled by
    the parolee.” United States v. Bolivar, 
    670 F.3d 1091
    , 1095 (9th Cir.
    2012).
    UNITED STATES V. ESTRELLA                         25
    condition.”); Grandberry, 730 F.3d at 982 (“[R]equiring
    officers to have probable cause to believe that a parolee
    resides at a particular address prior to conducting a parole
    search protects the interest of third parties.” (quoting Motley,
    
    432 F.3d at 1080
    )). Here, too, the principled rules governing
    probable cause are better aligned to protect third parties
    against unjustified assumptions about their parole status.
    Estrella counters that the public policy and privacy
    interests at stake compel a more rigid standard, and that
    anything short of actual knowledge is insufficient to justify
    the gravity of the intrusions authorized by this statute.13 As
    Estrella notes:
    Officer Trouette’s experience with the
    general length of parole cannot make up for
    his ignorance about Mr. Estrella’s particular
    parole term. It is unreasonable for an officer
    to believe that every parole term is at least
    three years based on the usual term being
    three to four years. Otherwise, police officers
    could stop and search everyone released on
    parole for at least three years after release
    without ever checking the length of their
    parole.
    However, this argument dilutes the record. Trouette did not
    merely assume that Estrella had an average parole term—he
    13
    Estrella also notes that increased police discretion to perform stops of
    this nature could contribute to racial profiling. However, Estrella’s
    framework does little to guard against this possibility. Even if officers
    were required to verify a parolee’s status before conducting a routine
    compliance check, that discretion could be abused in the manner he
    describes.
    26                   UNITED STATES V. ESTRELLA
    spoke with Estrella personally, maintained communication
    with the defendant’s parole officer, reviewed his parole
    conditions, and received information that he had violated his
    parole only four months prior. A suspicionless search or
    seizure based on broad generalizations about the defendant
    or his expected length of parole, with little to no
    particularized knowledge about the defendant’s case, would
    almost certainly be unreasonable. But that would be a
    different case.
    ***
    Applying the foregoing principles, we hold that a law
    enforcement officer must have probable cause to believe that
    an individual is on active parole before conducting a
    suspicionless search or seizure pursuant to a parole
    condition. Consistent with our caselaw, and with general
    Fourth Amendment principles, the officer must possess
    advance knowledge of an applicable parole condition before
    they may detain or search a parolee. Moreno, 
    431 F.3d at 641
    . That knowledge must be particularized enough for the
    officer to be aware that a parole condition applies and
    authorizes the encounter. Caseres, 
    533 F.3d at 1076
    .
    However, the officer need not be absolutely certain, with
    ongoing day-by-day or minute-by-minute awareness of the
    subject’s parole status. Douglas, 193 Cal. Rptr. 3d at 89–
    90.14 Instead, it is sufficient for the officer to find, using the
    well-established rules governing probable cause, that the
    14
    We further note that existing rules governing staleness of probable
    cause may be applied by analogy to determine exactly when it is
    unreasonable for an officer to proceed without updating their
    information. Cf. United States v. Ped, 
    943 F.3d 427
    , 432 (9th Cir. 2019)
    (applying staleness principles to determine whether officers had
    probable cause to search residence for parolee).
    UNITED STATES V. ESTRELLA                 27
    individual to be searched is on active parole, and an
    applicable parole condition authorizes the search or seizure
    at issue.
    Applying this rubric, we hold that Trouette had probable
    cause to believe that Estrella was on active parole at the time
    of the encounter. As in Douglas, Trouette was familiar with
    Estrella: He met Estrella personally, reviewed his criminal
    history, discussed his parole conditions, and maintained
    contact with his parole officer. Although he did not know the
    precise start and end dates of Estrella’s parole term, he knew
    that California parole ordinarily lasts three to four years. He
    also had good reason to believe that Estrella’s term was not
    over: Estrella was released from prison in July 2018, about
    one year prior, and had violated a parole condition in April
    2019, only four months prior. And distinct from Caseres,
    there was no uncertainty that Estrella was placed on
    California parole. Accordingly, Trouette had probable cause
    to believe that Estrella was subject to the statutory search
    condition imposed by 
    Cal. Penal Code § 3067
    (b)(3), even
    without “up-to-the-minute” confirmation of his parole
    status. Cf. Douglas, 193 Cal. Rptr. 3d at 89.
    II.    Prohibition on Arbitrary and Harassing Searches
    In the alternative, Estrella argues that the entire
    encounter was arbitrary, as Trouette was motivated to train
    Cooley, rather than to perform legitimate police duties. A
    parole search may be unconstitutional if “the officers
    violated California’s prohibition against arbitrary,
    capricious, or harassing searches.” Cervantes, 
    859 F.3d at 1183
    ; accord Samson, 
    547 U.S. at 856
    ; Ped, 943 F.3d at 432.
    Under California law, a search constitutes harassment if it is
    “unrelated to rehabilitative, reformative or legitimate law
    enforcement purposes, or when the search is motivated by
    28                    UNITED STATES V. ESTRELLA
    personal animosity toward the parolee.” People v. Reyes,
    
    968 P.2d 445
    , 451 (Cal. 1998) (quoting In re Anthony S, 
    6 Cal. Rptr. 2d 214
    , 217 (1992)). This prohibition is decidedly
    narrow: “It is only when the motivation for the search is
    wholly arbitrary, when it is based merely on a whim or
    caprice or when there is no reasonable claim of a legitimate
    law enforcement purpose . . . that a search based on a
    probation search condition is unlawful.” People v.
    Cervantes, 
    103 Cal. App. 4th 1404
    , 1408 (Cal. Ct. App.
    2002), as modified (Dec. 23, 2002).15
    Estrella argues that “Officer Trouette treated the
    interaction with Mr. Estrella as a ‘training tool’ for Officer
    Cooley,” and that the officers had no legitimate reason to
    detain him.16 Trouette was responsible for training Cooley
    as part of the LPD’s field training program. Additionally, he
    attested that he perceived the stop as a training opportunity,
    and withheld information from Cooley to test the junior
    officer’s resourcefulness. Estrella contends that this is not a
    15
    For example, “a parole search could become constitutionally
    ‘unreasonable’ if made too often, or at an unreasonable hour, or if
    unreasonably prolonged or for other reasons establishing arbitrary or
    oppressive conduct by the searching officer.” Reyes, 
    968 P.2d at 451
    (quoting People v. Clower, 
    21 Cal. Rptr. 2d 38
    , 41 (Cal. Ct. App. 1998)).
    16
    In making this argument, Estrella insists that “[t]he only legitimate law
    enforcement purposes” that justify a suspicionless parole search “are
    ‘reducing recidivism’ and ‘promoting reintegration and positive
    citizenship,’” Samson, 
    547 U.S. at 854
    , and argues that officers “abuse
    their discretion” by acting outside these purposes. This argument
    conflates the policy rationale articulated in Samson with the Court’s
    holding. 
    Cal. Penal Code § 3067
     authorizes suspicionless parole searches
    for any legitimate law enforcement purpose, provided that objective is
    not arbitrary, capricious, or harassing. Samson, 
    547 U.S. at 856
    . It is not
    limited to “reducing recidivism” and “promoting reintegration and
    positive citizenship,” and we decline to constrain it in this manner.
    UNITED STATES V. ESTRELLA                  29
    legitimate purpose for a parole search, and that his search
    and seizure were arbitrary and capricious. Cf. Cervantes, 103
    Cal. App. 4th at 1408 (“A search is a form of harassment
    when its motivation is a mere whim or caprice . . . e.g., an
    officer decides on a whim to stop the next red car he or she
    sees.”).
    We need not decide whether a stop undertaken solely to
    train a junior officer would be arbitrary or capricious,
    because the record does not support Estrella’s claim that the
    officers searched and seized him exclusively as a training
    exercise. Rather, Trouette decided to conduct a parole
    compliance check and saw Estrella wearing an Oakland
    Athletics hat—a symbol of the Angelino Heights Sureños
    and a violation of Estrella’s parole conditions. This is a
    wholly legitimate reason to conduct a parole or probation
    search under California law. See, e.g., People v. Woods, 
    981 P.2d 1019
    , 1027–28 (Cal. 1999) (noting that probation
    searches may be conducted to “monitor the probationer”). It
    is true that Trouette brought Cooley into the field to train him
    in the fundamentals of police work, and it may be true that
    he saw the encounter with Estrella as an opportunity to
    provide such instruction. Regardless, these considerations
    do not vitiate Trouette’s legitimate reason for initiating the
    encounter. The entire point of field training programs is to
    give new officers experience with police work through
    hands-on encounters in the field. That does not make them
    harassment.
    CONCLUSION
    For the reasons set forth above, we AFFIRM the denial
    of Estrella’s motion to suppress.